AlphaGo versus Fan Hui

AlphaGo versus Fan Hui was a five-game Go match between European champion Fan Hui, a 2-dan (out of 9 dan possible) professional, and AlphaGo, a computer Go program developed by DeepMind, held at DeepMind's headquarters in London in October 2015.[1] AlphaGo won all the five games.[2][3] This was the first time a computer Go program had beaten a professional human player on a full-sized board without handicap.[4] This match was not disclosed to the public until 27 January 2016 to coincide with the publication of a paper in the journal Nature[5] describing the algorithms AlphaGo used.[2]

Fan described the program as "very strong and stable, it seems like a wall. ... I know AlphaGo is a computer, but if no one told me, maybe I would think the player was a little strange, but a very strong player, a real person."[6]

Games

Summary

In this match, DeepMind used AlphaGo's distributed version with 1,202 CPUs and 176 GPUs[5] with Elo rating 3,144.[7] For each game there was a one-hour set time limit for each player followed by three 30-second byo-yomi overtime periods.

Game Date Black White Result Moves
1 5 October 2015 Fan Hui AlphaGo White won 2.5 points 272
2 6 October 2015 AlphaGo Fan Hui Black won by resignation 183
3 7 October 2015 Fan Hui AlphaGo White won by resignation 166
4 8 October 2015 AlphaGo Fan Hui Black won by resignation 165
5 9 October 2015 Fan Hui AlphaGo White won by resignation 214
Result:
AlphaGo 5 – 0 Fan Hui

During this match, AlphaGo and Fan Hui also played another five informal games with shorter time control (each player having just three 30-second byo-yomi) and AlphaGo defeated Fan by three to two.[5]

Game 1

Fan Hui (black) v. AlphaGo (white), 5 October 2015, AlphaGo won by 2.5 points.[5]

Go ul.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go ur.svg
Go l.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go 93.svg Go 92.svg Go board diagram image.svg Go board diagram image.svg Go 57.svg Go 49.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go 51.svg Go board diagram image.svg Go 33.svg Go board diagram image.svg Go r.svg
Go l.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go 35.svg Go board diagram image.svg Go 34.svg Go board diagram image.svg Go 50.svg Go 10.svg Go 47.svg Go 43.svg Go 45.svg Go board diagram image.svg Go board diagram image.svg Go w4.svg Go board diagram image.svg Go b9.svg Go r.svg
Go l.svg Go board diagram image.svg Go board diagram image.svg Go b3.svg Go board diagram image.svg Go 85.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go -.svg Go 48.svg Go 44.svg Go 46.svg Go w8.svg Go board diagram image.svg Go -.svg Go board diagram image.svg Go board diagram image.svg Go r.svg
Go l.svg Go board diagram image.svg Go board diagram image.svg Go 87.svg Go 84.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go b5.svg Go board diagram image.svg Go r.svg
Go l.svg Go 39.svg Go 31.svg Go board diagram image.svg Go board diagram image.svg Go 86.svg Go board diagram image.svg Go 58.svg Go board diagram image.svg Go board diagram image.svg Go 82.svg Go 81.svg Go board diagram image.svg Go 79.svg Go 83.svg Go b7.svg Go board diagram image.svg Go board diagram image.svg Go r.svg
Go l.svg Go board diagram image.svg Go 36.svg Go 37.svg Go 41.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go 88.svg Go board diagram image.svg Go 89.svg Go 80.svg Go 68.svg Go 32.svg Go board diagram image.svg Go r.svg
Go l.svg Go board diagram image.svg Go 38.svg Go 40.svg Go 96.svg Go 90.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go 70.svg Go board diagram image.svg Go board diagram image.svg Go 67.svg Go 63.svg Go w6.svg Go board diagram image.svg Go board diagram image.svg Go r.svg
Go l.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go 65.svg Go 64.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go r.svg
Go l.svg Go board diagram image.svg Go board diagram image.svg Go -.svg Go 95.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go -.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go 69.svg Go 66.svg Go -.svg Go 78.svg Go board diagram image.svg Go r.svg
Go l.svg Go board diagram image.svg Go 42.svg Go board diagram image.svg Go 99.svg Go 98.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go 71.svg Go 72.svg Go 77.svg Go 76.svg Go board diagram image.svg Go r.svg
Go l.svg Go 60.svg Go 56.svg Go board diagram image.svg Go 97.svg Go 94.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go 73.svg Go board diagram image.svg Go 75.svg Go 12.svg Go board diagram image.svg Go r.svg
Go l.svg Go 52.svg Go 53.svg Go board diagram image.svg Go 91.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go 15.svg Go 16.svg Go board diagram image.svg Go r.svg
Go 59.svg Go 54.svg Go 23.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go 27.svg Go 14.svg Go 11.svg Go 25.svg Go r.svg
Go l.svg Go 55.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go 62.svg Go board diagram image.svg Go 28.svg Go 18.svg Go 26.svg Go r.svg
Go l.svg Go board diagram image.svg Go board diagram image.svg Go b1.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go -.svg Go board diagram image.svg Go board diagram image.svg Go 74.svg Go 13.svg Go board diagram image.svg Go w2.svg Go board diagram image.svg Go board diagram image.svg Go r.svg
Go l.svg Go board diagram image.svg Go 29.svg Go board diagram image.svg Go board diagram image.svg Go 22.svg Go board diagram image.svg Go board diagram image.svg Go 30.svg Go board diagram image.svg Go board diagram image.svg Go 20.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go 17.svg Go 19.svg Go board diagram image.svg Go r.svg
Go l.svg Go board diagram image.svg Go 61.svg Go 24.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go 21.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go r.svg
Go dl.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go dr.svg
First 99 moves
Go ul.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go 65.svg Go u.svg Go u.svg Go ur.svg
Go l.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go b.svg Go w.svg Go board diagram image.svg Go 51.svg Go b.svg Go b.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go b.svg Go 64.svg Go b.svg Go board diagram image.svg Go r.svg
Go l.svg Go 56.svg Go 54.svg Go board diagram image.svg Go b.svg Go board diagram image.svg Go w.svg Go 52.svg Go w.svg Go w.svg Go b.svg Go b.svg Go b.svg Go board diagram image.svg Go board diagram image.svg Go w.svg Go board diagram image.svg Go b.svg Go r.svg
Go l.svg Go 55.svg Go 57.svg Go b.svg Go board diagram image.svg Go b.svg Go 49.svg Go 50.svg Go board diagram image.svg Go -.svg Go w.svg Go w.svg Go w.svg Go w.svg Go board diagram image.svg Go -.svg Go 60.svg Go 61.svg Go r.svg
Go l.svg Go board diagram image.svg Go board diagram image.svg Go b.svg Go w.svg Go 86.svg Go 84.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go 96.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go b.svg Go board diagram image.svg Go r.svg
Go l.svg Go b.svg Go b.svg Go 69.svg Go board diagram image.svg Go w.svg Go 83.svg Go w.svg Go board diagram image.svg Go board diagram image.svg Go w.svg Go b.svg Go board diagram image.svg Go b.svg Go b.svg Go b.svg Go board diagram image.svg Go 53.svg Go 99.svg
Go l.svg Go 48.svg Go w.svg Go b.svg Go b.svg Go 68.svg Go 85.svg Go 81.svg Go 82.svg Go 88.svg Go board diagram image.svg Go w.svg Go 95.svg Go b.svg Go w.svg Go w.svg Go w.svg Go 76.svg Go 77.svg
Go l.svg Go board diagram image.svg Go w.svg Go w.svg Go w.svg Go w.svg Go 67.svg Go 89.svg Go 87.svg Go board diagram image.svg Go w.svg Go board diagram image.svg Go board diagram image.svg Go b.svg Go b.svg Go w.svg Go 92.svg Go 75.svg Go 97.svg
Go l.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go 45.svg Go 43.svg Go 46.svg Go board diagram image.svg Go 91.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go b.svg Go w.svg Go board diagram image.svg Go board diagram image.svg Go 78.svg Go 98.svg
Go l.svg Go 94.svg Go 93.svg Go -.svg Go b.svg Go 39.svg Go 42.svg Go 44.svg Go board diagram image.svg Go -.svg Go board diagram image.svg Go 70.svg Go board diagram image.svg Go b.svg Go w.svg Go -.svg Go w.svg Go board diagram image.svg Go r.svg
Go l.svg Go board diagram image.svg Go w.svg Go board diagram image.svg Go b.svg Go w.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go b.svg Go w.svg Go b.svg Go w.svg Go board diagram image.svg Go r.svg
Go l.svg Go w.svg Go w.svg Go board diagram image.svg Go b.svg Go w.svg Go board diagram image.svg Go board diagram image.svg Go 74.svg Go 36.svg Go board diagram image.svg Go 40.svg Go board diagram image.svg Go b.svg Go 14.svg Go b.svg Go w.svg Go board diagram image.svg Go r.svg
Go l.svg Go w.svg Go b.svg Go board diagram image.svg Go b.svg Go 00.svg Go board diagram image.svg Go 90.svg Go 71.svg Go 72.svg Go board diagram image.svg Go 41.svg Go board diagram image.svg Go 15.svg Go 16.svg Go b.svg Go w.svg Go 12.svg Go 58.svg
Go b.svg Go w.svg Go b.svg Go board diagram image.svg Go 33.svg Go 01.svg Go 02.svg Go board diagram image.svg Go 73.svg Go board diagram image.svg Go 21.svg Go board diagram image.svg Go 19.svg Go 10.svg Go b.svg Go w.svg Go b.svg Go b.svg Go 13.svg
Go l.svg Go b.svg Go board diagram image.svg Go 30.svg Go 31.svg Go 03.svg Go 04.svg Go board diagram image.svg Go board diagram image.svg Go 29.svg Go board diagram image.svg Go board diagram image.svg Go 17.svg Go w.svg Go 20.svg Go w.svg Go w.svg Go w.svg Go 11.svg
Go l.svg Go board diagram image.svg Go 35.svg Go b.svg Go 32.svg Go 28.svg Go board diagram image.svg Go board diagram image.svg Go 37.svg Go -.svg Go board diagram image.svg Go 18.svg Go w.svg Go b.svg Go 08.svg Go w.svg Go board diagram image.svg Go 07.svg Go 59.svg
Go l.svg Go board diagram image.svg Go b.svg Go 34.svg Go board diagram image.svg Go w.svg Go board diagram image.svg Go 38.svg Go w.svg Go 79.svg Go board diagram image.svg Go w.svg Go 05.svg Go 09.svg Go 26.svg Go b.svg Go b.svg Go board diagram image.svg Go r.svg
Go l.svg Go board diagram image.svg Go b.svg Go w.svg Go 66.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go 80.svg Go board diagram image.svg Go 06.svg Go 24.svg Go b.svg Go 27.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go r.svg
Go dl.svg Go d.svg Go 63.svg Go 47.svg Go 62.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go 23.svg Go 22.svg Go 25.svg Go d.svg Go d.svg Go d.svg Go dr.svg
Moves 100–199
Go ul.svg Go u.svg Go u.svg Go u.svg Go u.svg Go 03.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go b.svg Go u.svg Go u.svg Go ur.svg
Go l.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go b.svg Go w.svg Go 01.svg Go b.svg Go b.svg Go b.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go b.svg Go w.svg Go b.svg Go board diagram image.svg Go r.svg
Go l.svg Go w.svg Go w.svg Go 05.svg Go b.svg Go 02.svg Go w.svg Go w.svg Go w.svg Go w.svg Go b.svg Go b.svg Go b.svg Go 21.svg Go 20.svg Go w.svg Go 23.svg Go b.svg Go r.svg
Go l.svg Go b.svg Go b.svg Go b.svg Go 04.svg Go b.svg Go b.svg Go w.svg Go board diagram image.svg Go -.svg Go w.svg Go w.svg Go w.svg Go w.svg Go 22.svg Go 31.svg Go w.svg Go b.svg Go r.svg
Go 29.svg Go board diagram image.svg Go board diagram image.svg Go b.svg Go w.svg Go w.svg Go w.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go w.svg Go board diagram image.svg Go 36.svg Go 32.svg Go 35.svg Go b.svg Go board diagram image.svg Go r.svg
Go 28.svg Go b.svg Go b.svg Go b.svg Go 71.svg Go w.svg Go b.svg Go w.svg Go board diagram image.svg Go board diagram image.svg Go w.svg Go b.svg Go 24.svg Go b.svg Go b.svg Go b.svg Go 68.svg Go b.svg Go b.svg
Go 30.svg Go w.svg Go w.svg Go b.svg Go b.svg Go w.svg Go b.svg Go b.svg Go w.svg Go w.svg Go board diagram image.svg Go w.svg Go b.svg Go b.svg Go w.svg Go w.svg Go w.svg Go w.svg Go b.svg
Go l.svg Go board diagram image.svg Go w.svg Go w.svg Go w.svg Go w.svg Go b.svg Go b.svg Go b.svg Go 64.svg Go w.svg Go 38.svg Go 51.svg Go b.svg Go b.svg Go w.svg Go w.svg Go b.svg Go b.svg
Go l.svg Go board diagram image.svg Go 42.svg Go 69.svg Go 70.svg Go b.svg Go b.svg Go w.svg Go 55.svg Go b.svg Go 27.svg Go 37.svg Go 53.svg Go b.svg Go w.svg Go board diagram image.svg Go board diagram image.svg Go w.svg Go w.svg
Go l.svg Go w.svg Go b.svg Go 07.svg Go b.svg Go b.svg Go w.svg Go w.svg Go 61.svg Go 65.svg Go 54.svg Go w.svg Go 52.svg Go b.svg Go w.svg Go 48.svg Go w.svg Go board diagram image.svg Go r.svg
Go l.svg Go board diagram image.svg Go w.svg Go 67.svg Go b.svg Go w.svg Go board diagram image.svg Go 26.svg Go 25.svg Go 13.svg Go 09.svg Go 14.svg Go 66.svg Go b.svg Go w.svg Go b.svg Go w.svg Go board diagram image.svg Go r.svg
Go l.svg Go w.svg Go w.svg Go 40.svg Go b.svg Go w.svg Go board diagram image.svg Go 56.svg Go w.svg Go w.svg Go 12.svg Go w.svg Go 60.svg Go b.svg Go w.svg Go b.svg Go w.svg Go board diagram image.svg Go r.svg
Go 08.svg Go w.svg Go b.svg Go 41.svg Go b.svg Go w.svg Go board diagram image.svg Go w.svg Go b.svg Go w.svg Go 57.svg Go b.svg Go 19.svg Go b.svg Go w.svg Go b.svg Go w.svg Go w.svg Go w.svg
Go bS.svg Go w.svg Go b.svg Go board diagram image.svg Go b.svg Go b.svg Go w.svg Go 58.svg Go b.svg Go 62.svg Go b.svg Go 63.svg Go b.svg Go w.svg Go board diagram image.svg Go w.svg Go b.svg Go b.svg Go b.svg
Go 10.svg Go b.svg Go board diagram image.svg Go w.svg Go b.svg Go b.svg Go w.svg Go 59.svg Go 17.svg Go b.svg Go 15.svg Go 18.svg Go b.svg Go w.svg Go w.svg Go w.svg Go w.svg Go w.svg Go b.svg
Go 11.svg Go board diagram image.svg Go b.svg Go b.svg Go w.svg Go w.svg Go board diagram image.svg Go 16.svg Go b.svg Go 06.svg Go 33.svg Go w.svg Go w.svg Go b.svg Go w.svg Go w.svg Go 49.svg Go b.svg Go b.svg
Go l.svg Go board diagram image.svg Go b.svg Go w.svg Go board diagram image.svg Go w.svg Go board diagram image.svg Go w.svg Go w.svg Go bT.svg Go 00.svg Go w.svg Go b.svg Go b.svg Go w.svg Go b.svg Go b.svg Go board diagram image.svg Go r.svg
Go l.svg Go board diagram image.svg Go b.svg Go w.svg Go w.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go w.svg Go board diagram image.svg Go w.svg Go w.svg Go b.svg Go b.svg Go board diagram image.svg Go 39.svg Go 72.svg Go r.svg
Go dl.svg Go d.svg Go b.svg Go b.svg Go w.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go 44.svg Go 43.svg Go b.svg Go 45.svg Go b.svg Go d.svg Go 46.svg Go 47.svg Go dr.svg
Moves 200–272 (234 at Go bT.svg; 250 at Go bS.svg)

Game 2

AlphaGo (black) v. Fan Hui (white), 6 October 2015, AlphaGo won by resignation.[5] Although the white stones at the lower-left corner could have been captured if black 135 had been placed at "a", AlphaGo's choice might be safer to win.[8]

Go ul.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go 53.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go ur.svg
Go l.svg Go 82.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go 61.svg Go 52.svg Go 49.svg Go 50.svg Go 51.svg Go board diagram image.svg Go 30.svg Go 20.svg Go 14.svg Go 16.svg Go 19.svg Go r.svg
Go l.svg Go 71.svg Go 68.svg Go 66.svg Go 83.svg Go 85.svg Go board diagram image.svg Go 47.svg Go 45.svg Go 48.svg Go 43.svg Go 41.svg Go board diagram image.svg Go 25.svg Go b9.svg Go w4.svg Go 13.svg Go 15.svg Go r.svg
Go l.svg Go board diagram image.svg Go 67.svg Go b3.svg Go 64.svg Go 58.svg Go 54.svg Go 55.svg Go 46.svg Go 44.svg Go 42.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go b7.svg Go w8.svg Go 24.svg Go 32.svg
Go l.svg Go 69.svg Go board diagram image.svg Go 62.svg Go 65.svg Go 63.svg Go 57.svg Go 56.svg Go 60.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go 33.svg Go board diagram image.svg Go b5.svg Go w6.svg Go board diagram image.svg Go 31.svg
Go l.svg Go board diagram image.svg Go board diagram image.svg Go 70.svg Go board diagram image.svg Go 73.svg Go 72.svg Go 59.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go 40.svg Go board diagram image.svg Go board diagram image.svg Go 11.svg Go 10.svg Go 22.svg Go r.svg
Go l.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go 81.svg Go 75.svg Go 74.svg Go 78.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go 12.svg Go 17.svg Go 21.svg Go 38.svg
Go l.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go 79.svg Go 76.svg Go 77.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go 26.svg Go 18.svg Go 23.svg Go r.svg
Go l.svg Go board diagram image.svg Go board diagram image.svg Go 86.svg Go 84.svg Go 80.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go 28.svg Go 27.svg Go 39.svg Go r.svg
Go l.svg Go board diagram image.svg Go board diagram image.svg Go -.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go -.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go 34.svg Go 29.svg Go board diagram image.svg Go r.svg
Go l.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go 36.svg Go board diagram image.svg Go board diagram image.svg Go r.svg
Go l.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go 96.svg Go 92.svg Go 90.svg Go 89.svg Go 35.svg Go board diagram image.svg Go r.svg
Go l.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go 95.svg Go 91.svg Go board diagram image.svg Go board diagram image.svg Go 37.svg Go r.svg
Go l.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go 93.svg Go 88.svg Go 94.svg Go r.svg
Go l.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go 98.svg Go 97.svg Go 99.svg Go r.svg
Go l.svg Go board diagram image.svg Go board diagram image.svg Go b1.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go -.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go w2.svg Go board diagram image.svg Go board diagram image.svg Go r.svg
Go l.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go 87.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go r.svg
Go l.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go r.svg
Go dl.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go dr.svg
First 99 moves
Go ul.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go b.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go ur.svg
Go l.svg Go w.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go b.svg Go w.svg Go b.svg Go board diagram image.svg Go b.svg Go board diagram image.svg Go w.svg Go w.svg Go w.svg Go w.svg Go b.svg Go r.svg
Go l.svg Go b.svg Go w.svg Go w.svg Go b.svg Go b.svg Go board diagram image.svg Go b.svg Go b.svg Go w.svg Go b.svg Go b.svg Go board diagram image.svg Go b.svg Go b.svg Go w.svg Go b.svg Go b.svg Go r.svg
Go l.svg Go board diagram image.svg Go b.svg Go b.svg Go w.svg Go w.svg Go w.svg Go b.svg Go w.svg Go w.svg Go w.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go b.svg Go w.svg Go w.svg Go w.svg
Go l.svg Go b.svg Go board diagram image.svg Go w.svg Go b.svg Go b.svg Go b.svg Go w.svg Go w.svg Go board diagram image.svg Go board diagram image.svg Go 37.svg Go 83.svg Go b.svg Go 77.svg Go b.svg Go w.svg Go board diagram image.svg Go b.svg
Go l.svg Go board diagram image.svg Go board diagram image.svg Go w.svg Go board diagram image.svg Go b.svg Go w.svg Go b.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go 45.svg Go w.svg Go 76.svg Go 74.svg Go b.svg Go w.svg Go w.svg Go r.svg
Go l.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go b.svg Go b.svg Go w.svg Go w.svg Go board diagram image.svg Go 38.svg Go board diagram image.svg Go 79.svg Go 80.svg Go board diagram image.svg Go 78.svg Go w.svg Go b.svg Go b.svg Go w.svg
Go l.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go b.svg Go w.svg Go b.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go 81.svg Go 46.svg Go 67.svg Go 75.svg Go board diagram image.svg Go w.svg Go w.svg Go b.svg Go r.svg
Go l.svg Go board diagram image.svg Go board diagram image.svg Go w.svg Go w.svg Go w.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go 70.svg Go 69.svg Go 68.svg Go 71.svg Go board diagram image.svg Go w.svg Go b.svg Go b.svg Go r.svg
Go l.svg Go board diagram image.svg Go board diagram image.svg Go -.svg Go 44.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go -.svg Go board diagram image.svg Go 72.svg Go board diagram image.svg Go 63.svg Go board diagram image.svg Go w.svg Go b.svg Go board diagram image.svg Go r.svg
Go l.svg Go board diagram image.svg Go board diagram image.svg Go 43.svg Go 42.svg Go 41.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go 65.svg Go 61.svg Go 73.svg Go board diagram image.svg Go 64.svg Go w.svg Go board diagram image.svg Go board diagram image.svg Go r.svg
Go l.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go 39.svg Go 40.svg Go board diagram image.svg Go board diagram image.svg Go 66.svg Go board diagram image.svg Go 58.svg Go 53.svg Go w.svg Go w.svg Go w.svg Go b.svg Go b.svg Go board diagram image.svg Go r.svg
Go l.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go 62.svg Go board diagram image.svg Go 52.svg Go 47.svg Go 48.svg Go b.svg Go b.svg Go 01.svg Go 05.svg Go b.svg Go r.svg
Go l.svg Go board diagram image.svg Go board diagram image.svg Go 21.svg Go board diagram image.svg Go 20.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go 57.svg Go 50.svg Go 51.svg Go 59.svg Go 60.svg Go 00.svg Go b.svg Go w.svg Go w.svg Go 03.svg
Go l.svg Go board diagram image.svg Go board diagram image.svg Go 27.svg Go 25.svg Go board diagram image.svg Go board diagram image.svg Go 18.svg Go 16.svg Go board diagram image.svg Go 49.svg Go 56.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go w.svg Go b.svg Go b.svg Go r.svg
Go l.svg Go 33.svg Go 26.svg Go b.svg Go 24.svg Go board diagram image.svg Go 19.svg Go 17.svg Go board diagram image.svg Go -.svg Go 55.svg Go 54.svg Go 06.svg Go 10.svg Go board diagram image.svg Go w.svg Go 04.svg Go 02.svg Go r.svg
Go l.svg Go 29.svg Go 23.svg Go 22.svg Go 31.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go 15.svg Go board diagram image.svg Go 07.svg Go 08.svg Go b.svg Go 12.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go r.svg
Go 36.svg Go 30.svg Go 28.svg Go 32.svg Go 34.svg Go A.svg Go 35.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go 09.svg Go 13.svg Go 11.svg Go 14.svg Go board diagram image.svg Go board diagram image.svg Go r.svg
Go dl.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go dr.svg
Moves 100–183 (182 at 169)

Game 3

Fan Hui (black) v. AlphaGo (white), 7 October 2015, AlphaGo won by resignation.[5]

Go ul.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go ur.svg
Go l.svg Go 60.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go r.svg
Go 62.svg Go 49.svg Go 48.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go b7.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go b5.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go r.svg
Go l.svg Go 63.svg Go b3.svg Go -.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go 45.svg Go -.svg Go 47.svg Go 51.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go w4.svg Go board diagram image.svg Go board diagram image.svg Go r.svg
Go l.svg Go 61.svg Go 57.svg Go 55.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go 43.svg Go 44.svg Go 46.svg Go 50.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go r.svg
Go l.svg Go 56.svg Go 53.svg Go 52.svg Go board diagram image.svg Go 41.svg Go 39.svg Go 42.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go w6.svg Go board diagram image.svg Go r.svg
Go l.svg Go board diagram image.svg Go 54.svg Go 59.svg Go board diagram image.svg Go 37.svg Go 38.svg Go 40.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go r.svg
Go l.svg Go 58.svg Go 11.svg Go 13.svg Go 27.svg Go 36.svg Go board diagram image.svg Go 92.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go r.svg
Go l.svg Go board diagram image.svg Go b9.svg Go 10.svg Go 15.svg Go 26.svg Go board diagram image.svg Go 67.svg Go board diagram image.svg Go 69.svg Go 70.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go r.svg
Go l.svg Go 22.svg Go w8.svg Go 12.svg Go 24.svg Go 34.svg Go board diagram image.svg Go 65.svg Go board diagram image.svg Go 68.svg Go 72.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go -.svg Go board diagram image.svg Go board diagram image.svg Go r.svg
Go l.svg Go board diagram image.svg Go 21.svg Go 23.svg Go 64.svg Go 33.svg Go 35.svg Go board diagram image.svg Go board diagram image.svg Go 71.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go r.svg
Go l.svg Go board diagram image.svg Go 19.svg Go 20.svg Go 29.svg Go 28.svg Go 73.svg Go 66.svg Go 77.svg Go board diagram image.svg Go board diagram image.svg Go 93.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go r.svg
Go l.svg Go board diagram image.svg Go board diagram image.svg Go 25.svg Go 91.svg Go 30.svg Go 74.svg Go 75.svg Go 79.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go r.svg
Go l.svg Go 80.svg Go 14.svg Go 31.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go 78.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go 99.svg Go board diagram image.svg Go board diagram image.svg Go r.svg
Go 90.svg Go 87.svg Go 89.svg Go 98.svg Go 17.svg Go 94.svg Go 76.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go r.svg
Go l.svg Go 84.svg Go 83.svg Go b1.svg Go 96.svg Go 81.svg Go 82.svg Go board diagram image.svg Go board diagram image.svg Go -.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go 97.svg Go board diagram image.svg Go w2.svg Go board diagram image.svg Go board diagram image.svg Go r.svg
Go 88.svg Go 85.svg Go 18.svg Go 32.svg Go 95.svg Go 16.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go r.svg
Go l.svg Go 86.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go r.svg
Go dl.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go dr.svg
First 99 moves
Go ul.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go ur.svg
Go l.svg Go w.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go 05.svg Go 09.svg Go 07.svg Go r.svg
Go w.svg Go b.svg Go w.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go b.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go b.svg Go board diagram image.svg Go 04.svg Go 03.svg Go 08.svg Go r.svg
Go l.svg Go b.svg Go b.svg Go -.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go b.svg Go -.svg Go b.svg Go b.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go w.svg Go 06.svg Go board diagram image.svg Go r.svg
Go l.svg Go b.svg Go b.svg Go b.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go b.svg Go w.svg Go w.svg Go w.svg Go board diagram image.svg Go board diagram image.svg Go 66.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go r.svg
Go l.svg Go w.svg Go b.svg Go w.svg Go board diagram image.svg Go b.svg Go b.svg Go w.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go 63.svg Go 62.svg Go 65.svg Go board diagram image.svg Go w.svg Go board diagram image.svg Go r.svg
Go l.svg Go board diagram image.svg Go w.svg Go b.svg Go board diagram image.svg Go b.svg Go w.svg Go w.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go 64.svg Go board diagram image.svg Go board diagram image.svg Go 47.svg Go 48.svg Go board diagram image.svg Go r.svg
Go l.svg Go w.svg Go b.svg Go b.svg Go b.svg Go w.svg Go board diagram image.svg Go w.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go 61.svg Go board diagram image.svg Go 45.svg Go 44.svg Go board diagram image.svg Go r.svg
Go l.svg Go board diagram image.svg Go b.svg Go w.svg Go b.svg Go w.svg Go board diagram image.svg Go b.svg Go 20.svg Go b.svg Go w.svg Go board diagram image.svg Go 60.svg Go 59.svg Go board diagram image.svg Go 43.svg Go 02.svg Go board diagram image.svg Go r.svg
Go l.svg Go w.svg Go w.svg Go w.svg Go w.svg Go w.svg Go board diagram image.svg Go b.svg Go board diagram image.svg Go w.svg Go w.svg Go board diagram image.svg Go 58.svg Go 57.svg Go 54.svg Go 41.svg Go board diagram image.svg Go board diagram image.svg Go r.svg
Go l.svg Go board diagram image.svg Go b.svg Go b.svg Go w.svg Go b.svg Go b.svg Go board diagram image.svg Go board diagram image.svg Go b.svg Go board diagram image.svg Go 53.svg Go 56.svg Go 55.svg Go 37.svg Go 12.svg Go 42.svg Go board diagram image.svg Go r.svg
Go l.svg Go board diagram image.svg Go b.svg Go board diagram image.svg Go b.svg Go w.svg Go b.svg Go w.svg Go b.svg Go board diagram image.svg Go board diagram image.svg Go b.svg Go 50.svg Go 52.svg Go 39.svg Go 11.svg Go 10.svg Go board diagram image.svg Go r.svg
Go l.svg Go board diagram image.svg Go board diagram image.svg Go b.svg Go b.svg Go w.svg Go w.svg Go b.svg Go b.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go 49.svg Go 46.svg Go 40.svg Go 38.svg Go board diagram image.svg Go board diagram image.svg Go r.svg
Go l.svg Go w.svg Go w.svg Go b.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go w.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go 01.svg Go 51.svg Go b.svg Go 14.svg Go 16.svg Go r.svg
Go w.svg Go board diagram image.svg Go board diagram image.svg Go w.svg Go b.svg Go w.svg Go w.svg Go board diagram image.svg Go board diagram image.svg Go 27.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go 17.svg Go 15.svg Go 18.svg Go r.svg
Go l.svg Go w.svg Go board diagram image.svg Go -.svg Go w.svg Go board diagram image.svg Go w.svg Go board diagram image.svg Go 28.svg Go 24.svg Go 25.svg Go board diagram image.svg Go board diagram image.svg Go b.svg Go 35.svg Go w.svg Go 21.svg Go 22.svg Go r.svg
Go w.svg Go board diagram image.svg Go w.svg Go w.svg Go b.svg Go w.svg Go board diagram image.svg Go board diagram image.svg Go 26.svg Go 19.svg Go 31.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go 13.svg Go 32.svg Go 00.svg Go 36.svg Go r.svg
Go l.svg Go w.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go 30.svg Go 29.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go 33.svg Go 23.svg Go 34.svg Go r.svg
Go dl.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go dr.svg
Moves 100–166

Game 4

AlphaGo (black) v. Fan Hui (white), 8 October 2015, AlphaGo won by resignation.[5]

Go ul.svg Go u.svg Go u.svg Go u.svg Go u.svg Go 79.svg Go 80.svg Go 68.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go ur.svg
Go l.svg Go 55.svg Go board diagram image.svg Go 59.svg Go board diagram image.svg Go 69.svg Go 66.svg Go 67.svg Go 48.svg Go board diagram image.svg Go 83.svg Go 82.svg Go 85.svg Go 89.svg Go 97.svg Go 95.svg Go board diagram image.svg Go board diagram image.svg Go r.svg
Go 57.svg Go 54.svg Go 53.svg Go board diagram image.svg Go 21.svg Go 18.svg Go 70.svg Go 65.svg Go board diagram image.svg Go 64.svg Go 84.svg Go 81.svg Go 87.svg Go 10.svg Go 91.svg Go w4.svg Go board diagram image.svg Go board diagram image.svg Go r.svg
Go l.svg Go 58.svg Go 56.svg Go b3.svg Go 63.svg Go 22.svg Go board diagram image.svg Go board diagram image.svg Go 23.svg Go -.svg Go board diagram image.svg Go 86.svg Go 88.svg Go 93.svg Go 92.svg Go 98.svg Go w8.svg Go board diagram image.svg Go r.svg
Go l.svg Go 52.svg Go board diagram image.svg Go 60.svg Go 61.svg Go board diagram image.svg Go board diagram image.svg Go 24.svg Go 25.svg Go board diagram image.svg Go 90.svg Go board diagram image.svg Go board diagram image.svg Go 94.svg Go board diagram image.svg Go b5.svg Go w6.svg Go board diagram image.svg Go r.svg
Go l.svg Go board diagram image.svg Go 62.svg Go 19.svg Go board diagram image.svg Go board diagram image.svg Go 28.svg Go 27.svg Go 29.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go b7.svg Go board diagram image.svg Go r.svg
Go l.svg Go board diagram image.svg Go 50.svg Go board diagram image.svg Go 33.svg Go 39.svg Go 30.svg Go 26.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go b9.svg Go board diagram image.svg Go board diagram image.svg Go r.svg
Go l.svg Go 74.svg Go board diagram image.svg Go 32.svg Go 36.svg Go 37.svg Go board diagram image.svg Go board diagram image.svg Go 34.svg Go 31.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go r.svg
Go l.svg Go 72.svg Go 73.svg Go board diagram image.svg Go board diagram image.svg Go 38.svg Go 41.svg Go 47.svg Go board diagram image.svg Go 35.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go r.svg
Go l.svg Go board diagram image.svg Go 49.svg Go 15.svg Go 40.svg Go 46.svg Go 42.svg Go 43.svg Go board diagram image.svg Go -.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go -.svg Go board diagram image.svg Go board diagram image.svg Go r.svg
Go l.svg Go board diagram image.svg Go 51.svg Go 44.svg Go board diagram image.svg Go board diagram image.svg Go 45.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go 13.svg Go 77.svg Go 11.svg Go board diagram image.svg Go r.svg
Go l.svg Go board diagram image.svg Go board diagram image.svg Go 71.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go 76.svg Go board diagram image.svg Go board diagram image.svg Go r.svg
Go l.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go 12.svg Go board diagram image.svg Go r.svg
Go l.svg Go board diagram image.svg Go board diagram image.svg Go 17.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go r.svg
Go l.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go 75.svg Go board diagram image.svg Go r.svg
Go l.svg Go board diagram image.svg Go board diagram image.svg Go b1.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go 20.svg Go -.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go w2.svg Go 78.svg Go board diagram image.svg Go r.svg
Go l.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go 16.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go 99.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go 14.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go r.svg
Go l.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go r.svg
Go dl.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go dr.svg
First 99 moves (96 at 10)
Go ul.svg Go u.svg Go u.svg Go u.svg Go u.svg Go b.svg Go w.svg Go w.svg Go u.svg Go u.svg Go u.svg Go 23.svg Go u.svg Go u.svg Go u.svg Go u.svg Go 20.svg Go u.svg Go ur.svg
Go l.svg Go b.svg Go board diagram image.svg Go b.svg Go board diagram image.svg Go b.svg Go w.svg Go b.svg Go w.svg Go board diagram image.svg Go b.svg Go w.svg Go b.svg Go b.svg Go b.svg Go b.svg Go 18.svg Go 19.svg Go 26.svg
Go b.svg Go w.svg Go b.svg Go board diagram image.svg Go b.svg Go w.svg Go w.svg Go b.svg Go board diagram image.svg Go w.svg Go w.svg Go b.svg Go b.svg Go w.svg Go b.svg Go w.svg Go 22.svg Go 21.svg Go r.svg
Go l.svg Go w.svg Go w.svg Go b.svg Go b.svg Go w.svg Go board diagram image.svg Go board diagram image.svg Go b.svg Go -.svg Go board diagram image.svg Go w.svg Go w.svg Go board diagram image.svg Go w.svg Go w.svg Go w.svg Go board diagram image.svg Go r.svg
Go l.svg Go w.svg Go board diagram image.svg Go w.svg Go b.svg Go board diagram image.svg Go board diagram image.svg Go w.svg Go b.svg Go board diagram image.svg Go w.svg Go board diagram image.svg Go board diagram image.svg Go w.svg Go board diagram image.svg Go b.svg Go w.svg Go board diagram image.svg Go r.svg
Go l.svg Go board diagram image.svg Go w.svg Go b.svg Go board diagram image.svg Go board diagram image.svg Go w.svg Go b.svg Go b.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go 30.svg Go board diagram image.svg Go 28.svg Go board diagram image.svg Go b.svg Go 25.svg Go r.svg
Go l.svg Go board diagram image.svg Go w.svg Go board diagram image.svg Go b.svg Go b.svg Go w.svg Go w.svg Go 17.svg Go board diagram image.svg Go board diagram image.svg Go 32.svg Go 27.svg Go board diagram image.svg Go 29.svg Go b.svg Go board diagram image.svg Go board diagram image.svg Go r.svg
Go l.svg Go w.svg Go board diagram image.svg Go w.svg Go w.svg Go b.svg Go board diagram image.svg Go board diagram image.svg Go w.svg Go b.svg Go board diagram image.svg Go board diagram image.svg Go 33.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go r.svg
Go l.svg Go w.svg Go b.svg Go board diagram image.svg Go board diagram image.svg Go w.svg Go b.svg Go b.svg Go board diagram image.svg Go b.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go r.svg
Go l.svg Go board diagram image.svg Go b.svg Go b.svg Go w.svg Go w.svg Go w.svg Go b.svg Go board diagram image.svg Go -.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go -.svg Go board diagram image.svg Go board diagram image.svg Go r.svg
Go l.svg Go board diagram image.svg Go b.svg Go w.svg Go board diagram image.svg Go board diagram image.svg Go b.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go b.svg Go b.svg Go b.svg Go board diagram image.svg Go r.svg
Go l.svg Go board diagram image.svg Go board diagram image.svg Go b.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go 40.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go w.svg Go 65.svg Go 64.svg Go r.svg
Go l.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go 39.svg Go 38.svg Go board diagram image.svg Go 31.svg Go 41.svg Go board diagram image.svg Go w.svg Go 63.svg Go r.svg
Go l.svg Go board diagram image.svg Go board diagram image.svg Go b.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go 37.svg Go 36.svg Go board diagram image.svg Go 46.svg Go 24.svg Go 42.svg Go board diagram image.svg Go board diagram image.svg Go r.svg
Go l.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go 13.svg Go b9.svg Go board diagram image.svg Go board diagram image.svg Go 35.svg Go 34.svg Go board diagram image.svg Go board diagram image.svg Go 56.svg Go 55.svg Go b.svg Go 57.svg Go r.svg
Go l.svg Go board diagram image.svg Go board diagram image.svg Go b.svg Go board diagram image.svg Go w6.svg Go board diagram image.svg Go board diagram image.svg Go w.svg Go -.svg Go b1.svg Go board diagram image.svg Go 43.svg Go 45.svg Go 53.svg Go w.svg Go w.svg Go 15.svg Go r.svg
Go l.svg Go board diagram image.svg Go 14.svg Go board diagram image.svg Go board diagram image.svg Go w.svg Go b5.svg Go b3.svg Go board diagram image.svg Go 00.svg Go b.svg Go board diagram image.svg Go 44.svg Go 47.svg Go w.svg Go 54.svg Go board diagram image.svg Go 16.svg Go 58.svg
Go l.svg Go board diagram image.svg Go board diagram image.svg Go 02.svg Go 08.svg Go b7.svg Go 10.svg Go 11.svg Go w4.svg Go board diagram image.svg Go 48.svg Go board diagram image.svg Go 49.svg Go board diagram image.svg Go 51.svg Go 52.svg Go 59.svg Go 61.svg Go 62.svg
Go dl.svg Go d.svg Go d.svg Go d.svg Go d.svg Go 12.svg Go d.svg Go 50.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go 60.svg Go d.svg Go d.svg Go dr.svg
Moves 100-165

Game 5

Fan Hui (black) v. AlphaGo (white), 9 October 2015, AlphaGo won by resignation.[5] Black 75 should be placed at 83, and Fan Hui missed the opportunity.[9]

Go ul.svg Go u.svg Go u.svg Go 49.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go ur.svg
Go l.svg Go 44.svg Go 50.svg Go 40.svg Go 45.svg Go 47.svg Go 57.svg Go 61.svg Go 63.svg Go 77.svg Go board diagram image.svg Go 69.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go 35.svg Go board diagram image.svg Go board diagram image.svg Go r.svg
Go 52.svg Go board diagram image.svg Go 42.svg Go 39.svg Go 38.svg Go 46.svg Go board diagram image.svg Go 60.svg Go b7.svg Go 62.svg Go 71.svg Go 70.svg Go 66.svg Go b5.svg Go board diagram image.svg Go board diagram image.svg Go 36.svg Go board diagram image.svg Go r.svg
Go l.svg Go 48.svg Go b3.svg Go 43.svg Go 41.svg Go 56.svg Go board diagram image.svg Go board diagram image.svg Go 58.svg Go 59.svg Go 76.svg Go 37.svg Go 64.svg Go 68.svg Go board diagram image.svg Go w4.svg Go board diagram image.svg Go board diagram image.svg Go r.svg
Go l.svg Go 51.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go 87.svg Go 97.svg Go board diagram image.svg Go board diagram image.svg Go 65.svg Go board diagram image.svg Go 72.svg Go 67.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go r.svg
Go l.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go 86.svg Go 96.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go 75.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go w6.svg Go board diagram image.svg Go r.svg
Go l.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go r.svg
Go l.svg Go 55.svg Go 11.svg Go 13.svg Go 82.svg Go board diagram image.svg Go board diagram image.svg Go 92.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go r.svg
Go 73.svg Go 54.svg Go b9.svg Go 10.svg Go 15.svg Go 80.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go 93.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go r.svg
Go l.svg Go 81.svg Go w8.svg Go 12.svg Go 78.svg Go 79.svg Go 84.svg Go board diagram image.svg Go 95.svg Go -.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go -.svg Go board diagram image.svg Go board diagram image.svg Go r.svg
Go 83.svg Go 28.svg Go 89.svg Go 26.svg Go 53.svg Go 85.svg Go 88.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go r.svg
Go l.svg Go 27.svg Go 19.svg Go 20.svg Go 25.svg Go board diagram image.svg Go board diagram image.svg Go 98.svg Go board diagram image.svg Go 99.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go r.svg
Go l.svg Go 30.svg Go 24.svg Go 23.svg Go board diagram image.svg Go 91.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go r.svg
Go l.svg Go board diagram image.svg Go 14.svg Go 29.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go r.svg
Go l.svg Go 74.svg Go board diagram image.svg Go board diagram image.svg Go 17.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go r.svg
Go l.svg Go 94.svg Go 21.svg Go b1.svg Go board diagram image.svg Go board diagram image.svg Go 31.svg Go 33.svg Go board diagram image.svg Go -.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go w2.svg Go board diagram image.svg Go board diagram image.svg Go r.svg
Go l.svg Go board diagram image.svg Go 18.svg Go 22.svg Go board diagram image.svg Go 16.svg Go 32.svg Go board diagram image.svg Go 34.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go r.svg
Go l.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go r.svg
Go dl.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go dr.svg
First 99 moves (90 at 15)
Go ul.svg Go u.svg Go u.svg Go b.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go 95.svg Go ur.svg
Go l.svg Go w.svg Go w.svg Go w.svg Go b.svg Go b.svg Go b.svg Go b.svg Go b.svg Go b.svg Go board diagram image.svg Go b.svg Go 33.svg Go board diagram image.svg Go board diagram image.svg Go b.svg Go 93.svg Go 94.svg Go r.svg
Go w.svg Go board diagram image.svg Go w.svg Go b.svg Go w.svg Go w.svg Go 99.svg Go w.svg Go b.svg Go board diagram image.svg Go b.svg Go w.svg Go w.svg Go b.svg Go 97.svg Go board diagram image.svg Go w.svg Go 96.svg Go r.svg
Go l.svg Go w.svg Go b.svg Go b.svg Go b.svg Go w.svg Go board diagram image.svg Go board diagram image.svg Go w.svg Go b.svg Go w.svg Go 27.svg Go w.svg Go w.svg Go 34.svg Go w.svg Go board diagram image.svg Go board diagram image.svg Go r.svg
Go l.svg Go b.svg Go 64.svg Go board diagram image.svg Go 66.svg Go b.svg Go b.svg Go board diagram image.svg Go board diagram image.svg Go b.svg Go 21.svg Go w.svg Go b.svg Go 25.svg Go 26.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go r.svg
Go l.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go w.svg Go w.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go b.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go w.svg Go board diagram image.svg Go r.svg
Go l.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go 22.svg Go 56.svg Go 32.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go r.svg
Go l.svg Go b.svg Go b.svg Go b.svg Go w.svg Go board diagram image.svg Go board diagram image.svg Go w.svg Go board diagram image.svg Go 17.svg Go 16.svg Go 20.svg Go board diagram image.svg Go 55.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go r.svg
Go b.svg Go board diagram image.svg Go b.svg Go w.svg Go w.svg Go w.svg Go 61.svg Go 62.svg Go board diagram image.svg Go b.svg Go board diagram image.svg Go board diagram image.svg Go 15.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go 80.svg Go 82.svg Go r.svg
Go l.svg Go b.svg Go w.svg Go w.svg Go w.svg Go b.svg Go w.svg Go board diagram image.svg Go b.svg Go -.svg Go 14.svg Go 18.svg Go 19.svg Go board diagram image.svg Go board diagram image.svg Go 68.svg Go 79.svg Go board diagram image.svg Go r.svg
Go b.svg Go board diagram image.svg Go b.svg Go w.svg Go b.svg Go b.svg Go w.svg Go 50.svg Go 11.svg Go 08.svg Go 10.svg Go 13.svg Go 75.svg Go 74.svg Go board diagram image.svg Go 78.svg Go 77.svg Go 92.svg Go r.svg
Go l.svg Go b.svg Go b.svg Go w.svg Go b.svg Go board diagram image.svg Go 49.svg Go w.svg Go 12.svg Go b.svg Go 06.svg Go 09.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go 90.svg Go 81.svg Go r.svg
Go l.svg Go w.svg Go w.svg Go b.svg Go board diagram image.svg Go b.svg Go board diagram image.svg Go board diagram image.svg Go 00.svg Go 02.svg Go 03.svg Go 07.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go 24.svg Go 88.svg Go 89.svg
Go l.svg Go board diagram image.svg Go w.svg Go b.svg Go board diagram image.svg Go board diagram image.svg Go 31.svg Go 29.svg Go board diagram image.svg Go 05.svg Go 04.svg Go 59.svg Go 58.svg Go board diagram image.svg Go 72.svg Go 70.svg Go board diagram image.svg Go 71.svg Go r.svg
Go l.svg Go w.svg Go board diagram image.svg Go board diagram image.svg Go b.svg Go 30.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go 01.svg Go board diagram image.svg Go 23.svg Go 73.svg Go board diagram image.svg Go 67.svg Go 91.svg Go board diagram image.svg Go 42.svg Go 65.svg
Go l.svg Go w.svg Go b.svg Go b.svg Go board diagram image.svg Go 28.svg Go b.svg Go b.svg Go board diagram image.svg Go -.svg Go 86.svg Go 87.svg Go board diagram image.svg Go board diagram image.svg Go 43.svg Go w.svg Go 36.svg Go 41.svg Go 46.svg
Go l.svg Go board diagram image.svg Go w.svg Go w.svg Go board diagram image.svg Go w.svg Go w.svg Go 98.svg Go w.svg Go board diagram image.svg Go 84.svg Go 85.svg Go board diagram image.svg Go 44.svg Go 38.svg Go 37.svg Go 35.svg Go 48.svg Go 47.svg
Go l.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go 76.svg Go 83.svg Go 69.svg Go board diagram image.svg Go 40.svg Go 39.svg Go 52.svg Go 53.svg Go 45.svg Go r.svg
Go dl.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go dr.svg
Moves 100–199 (151/157/163 at 141, 154/160 at 148)
Go ul.svg Go u.svg Go u.svg Go b.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go b.svg Go ur.svg
Go l.svg Go w.svg Go w.svg Go w.svg Go b.svg Go b.svg Go b.svg Go b.svg Go b.svg Go b.svg Go board diagram image.svg Go b.svg Go b.svg Go board diagram image.svg Go board diagram image.svg Go b.svg Go b.svg Go w.svg Go r.svg
Go w.svg Go board diagram image.svg Go w.svg Go b.svg Go w.svg Go w.svg Go b.svg Go w.svg Go b.svg Go board diagram image.svg Go b.svg Go w.svg Go w.svg Go b.svg Go b.svg Go board diagram image.svg Go w.svg Go w.svg Go r.svg
Go l.svg Go w.svg Go b.svg Go b.svg Go b.svg Go w.svg Go board diagram image.svg Go board diagram image.svg Go w.svg Go b.svg Go board diagram image.svg Go b.svg Go w.svg Go w.svg Go w.svg Go w.svg Go board diagram image.svg Go board diagram image.svg Go r.svg
Go l.svg Go b.svg Go w.svg Go 00.svg Go w.svg Go b.svg Go b.svg Go board diagram image.svg Go 07.svg Go b.svg Go b.svg Go board diagram image.svg Go b.svg Go b.svg Go w.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go r.svg
Go l.svg Go 03.svg Go board diagram image.svg Go board diagram image.svg Go w.svg Go w.svg Go board diagram image.svg Go 01.svg Go 06.svg Go board diagram image.svg Go board diagram image.svg Go b.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go w.svg Go board diagram image.svg Go r.svg
Go l.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go 04.svg Go 05.svg Go board diagram image.svg Go board diagram image.svg Go w.svg Go w.svg Go w.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go r.svg
Go l.svg Go b.svg Go b.svg Go b.svg Go w.svg Go board diagram image.svg Go 02.svg Go w.svg Go board diagram image.svg Go b.svg Go w.svg Go w.svg Go board diagram image.svg Go b.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go r.svg
Go b.svg Go board diagram image.svg Go b.svg Go w.svg Go w.svg Go w.svg Go b.svg Go w.svg Go board diagram image.svg Go b.svg Go board diagram image.svg Go board diagram image.svg Go b.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go w.svg Go w.svg Go r.svg
Go l.svg Go b.svg Go w.svg Go w.svg Go w.svg Go b.svg Go w.svg Go board diagram image.svg Go b.svg Go -.svg Go w.svg Go w.svg Go b.svg Go board diagram image.svg Go board diagram image.svg Go w.svg Go b.svg Go board diagram image.svg Go r.svg
Go b.svg Go board diagram image.svg Go b.svg Go w.svg Go b.svg Go b.svg Go w.svg Go w.svg Go b.svg Go w.svg Go w.svg Go b.svg Go b.svg Go w.svg Go board diagram image.svg Go w.svg Go b.svg Go w.svg Go r.svg
Go l.svg Go b.svg Go b.svg Go w.svg Go b.svg Go board diagram image.svg Go b.svg Go w.svg Go w.svg Go board diagram image.svg Go w.svg Go b.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go w.svg Go b.svg Go r.svg
Go l.svg Go w.svg Go w.svg Go b.svg Go board diagram image.svg Go b.svg Go board diagram image.svg Go board diagram image.svg Go w.svg Go w.svg Go b.svg Go b.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go w.svg Go w.svg Go b.svg
Go l.svg Go board diagram image.svg Go w.svg Go b.svg Go board diagram image.svg Go 10.svg Go b.svg Go b.svg Go board diagram image.svg Go b.svg Go w.svg Go b.svg Go w.svg Go board diagram image.svg Go w.svg Go w.svg Go board diagram image.svg Go b.svg Go r.svg
Go l.svg Go w.svg Go board diagram image.svg Go 09.svg Go b.svg Go w.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go b.svg Go 13.svg Go b.svg Go b.svg Go 14.svg Go b.svg Go b.svg Go board diagram image.svg Go w.svg Go b.svg
Go l.svg Go w.svg Go b.svg Go b.svg Go 08.svg Go w.svg Go b.svg Go b.svg Go 11.svg Go -.svg Go w.svg Go b.svg Go board diagram image.svg Go board diagram image.svg Go b.svg Go w.svg Go w.svg Go b.svg Go r.svg
Go l.svg Go board diagram image.svg Go w.svg Go w.svg Go board diagram image.svg Go w.svg Go w.svg Go w.svg Go w.svg Go 12.svg Go w.svg Go b.svg Go board diagram image.svg Go w.svg Go w.svg Go b.svg Go b.svg Go board diagram image.svg Go b.svg
Go l.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go w.svg Go b.svg Go b.svg Go board diagram image.svg Go w.svg Go b.svg Go w.svg Go b.svg Go b.svg Go r.svg
Go dl.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go dr.svg
Moves 200–214

Responses

AlphaGo's victory shocked the Go community.[10][11][12] Lee Sedol commented that AlphaGo reached top amateur level in this match, not professional level yet,[13][14], and he could give AlphaGo one or two stones.[15] Ke Jie and Mi Yuting thought that the strength of AlphaGo in this match was equal to that of a candidate for Go professional,[16][17] and extremely close to the professional level,[18] while Shi Yue thought that it already reached the professional level.[19][11] "It was terrifying," said Ke Jie, "that AlphaGo could learn and evolve although its power was still limited then."[20][17][21]

Canadian AI specialist Jonathan Schaeffer, comparing AlphaGo with a "child prodigy" that lacked experience, considered this match "not yet a Deep Blue moment", and said that the real achievement would be "when the program plays a player in the true top echelon".[22]

See also

References

  1. ^ Metz, Cade (27 January 2016). "In Major AI Breakthrough, Google System Secretly Beats Top Player at the Ancient Game of Go". WIRED. Retrieved 1 February 2016.
  2. ^ a b "Google achieves AI 'breakthrough' by beating Go champion". BBC News. 27 January 2016.
  3. ^ "Special Computer Go insert covering the AlphaGo v Fan Hui match" (PDF). British Go Journal. Retrieved 1 February 2016.
  4. ^ "Première défaite d'un professionnel du go contre une intelligence artificielle". Le Monde (in French). 27 January 2016.
  5. ^ a b c d e f g h Silver, David; Huang, Aja; Maddison, Chris J.; Guez, Arthur; Sifre, Laurent; Driessche, George van den; Schrittwieser, Julian; Antonoglou, Ioannis; Panneershelvam, Veda; Lanctot, Marc; Dieleman, Sander; Grewe, Dominik; Nham, John; Kalchbrenner, Nal; Sutskever, Ilya; Lillicrap, Timothy; Leach, Madeleine; Kavukcuoglu, Koray; Graepel, Thore; Hassabis, Demis (28 January 2016). "Mastering the game of Go with deep neural networks and tree search". Nature. 529 (7587): 484–489. Bibcode:2016Natur.529..484S. doi:10.1038/nature16961. ISSN 0028-0836. PMID 26819042. Retrieved 10 December 2017.closed access
  6. ^ Elizabeth Gibney (27 January 2016), "Go players react to computer defeat", Nature, doi:10.1038/nature.2016.19255
  7. ^ Silver, David; Schrittwieser, Julian; Simonyan, Karen; Antonoglou, Ioannis; Huang, Aja; Guez, Arthur; Hubert, Thomas; Baker, Lucas; Lai, Matthew; Bolton, Adrian; Chen, Yutian; Lillicrap, Timothy; Fan, Hui; Sifre, Laurent; Driessche, George van den; Graepel, Thore; Hassabis, Demis (19 October 2017). "Mastering the game of Go without human knowledge". Nature. 550 (7676): 354–359. doi:10.1038/nature24270. ISSN 0028-0836. Retrieved 10 December 2017.closed access
  8. ^ Liu Xing and Zhao Shouxun (28 January 2016). 重磅!tv独家解密——解密人工智能(一) (in Chinese). WeiqiTV. See the 39th-46th minutes. Retrieved 24 October 2017.
  9. ^ Tang Yi (5 February 2016). "唐奕:AlphaGo缺陷尚多 樊麾这都不杀?" (in Chinese). Sina.com. Retrieved 22 October 2017.
  10. ^ "梅泽由香里:谷歌令人吃惊 朝日:谷李大战好胜负" (in Chinese). Sina.com. 30 January 2016. Retrieved 23 October 2017.
  11. ^ a b "世界冠军谈谷歌围棋:人类应放下自己的骄傲" (in Chinese). Sina.com. 30 January 2016. Retrieved 23 October 2017.
  12. ^ "孟泰龄:电脑棋风稳健酷爱实地 确实有职业水准" (in Chinese). Sina.com. 29 January 2016. Retrieved 23 October 2017.
  13. ^ "(围棋人机大战)李世石:人类比人工智能强" (in Chinese). Xinhuanet. 8 March 2016. Retrieved 24 October 2017.
  14. ^ "李世石VSAlpha Go 李世石:5比0赢它有点够呛" (in Chinese). China.com.cn. 9 March 2016. Retrieved 22 October 2017.
  15. ^ "李世石:AlphaGo和我约差2子 想赢我还早了点" (in Chinese). Sina.com. 16 February 2016. Retrieved 23 October 2017.
  16. ^ "芈昱廷:大龙逃出取得领先 谷歌围棋的消息很刺激" (in Chinese). Sina.com. 28 January 2016. Retrieved 25 October 2017.
  17. ^ a b "柯洁:如AI赢我我还想赢回来 对围棋热情不变" (in Chinese). Sina.com. 29 January 2016. Retrieved 23 October 2017.
  18. ^ "8问谷歌AlphaGo 是过度营销还是终极挑战?" (in Chinese). Sina.com. 29 January 2016. Retrieved 23 October 2017.
  19. ^ "喆理专访围棋人工智能事件 时越:李世石不轻松" (in Chinese). Sina.com. 28 January 2016. Retrieved 23 October 2017.
  20. ^ "李喆:期待谷歌围棋之战 柯洁:李世石运气太好" (in Chinese). Sina.com. 28 January 2016. Retrieved 24 October 2017.
  21. ^ "大咖们怎么看AlphaGo? 雷军:人工智能里程碑" (in Chinese). Sina.com. 29 January 2016. Retrieved 23 October 2017.
  22. ^ Gibney, Elizabeth (27 January 2016), "Go players react to computer defeat", Nature, doi:10.1038/nature.2016.19255, retrieved 24 October 2017

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