# 中国乌镇围棋峰会[编辑]

**中国乌镇围棋峰会**由中国围棋协会、浙江省体育局和Google於2017年5月联合主办，地点落在世界互联网大会的永久会址浙江桐乡乌镇互联网国际会展中心。期间举办AlphaGo和人类棋手之间的比赛，采用中国围棋规则，黑棋贴3又4分之3子。此次比賽仍以DeepMind在YouTube上的频道進行直播，並分別有普通話與英語講解。此活动是Google自2010年退出中国大陆后与中国政府合作举办的最大的公开活动。

在本次峰会比赛中使用的AlphaGo是其Master版本，是使用了1个TPU的单机版。理论而言，它的棋力比2016年李世乭五番棋的版本提高了两至三子，而Elo等级分的峰值达到4500分以上。

## 比赛

### 柯洁与AlphaGo三番棋

2017年5月23，25，27日10:30-17:30：柯洁九段和AlphaGo进行三番棋的比赛。AlphaGo改以單機版應戰，並同樣由台灣出身的DeepMind研究員黃士傑博士代表AlphaGo在棋盤上落子。用时为每方3小时，5次1分钟读秒。胜者将获得150万美元的奖金，柯洁九段有30万美元的出场费。第一局柯洁九段以1/4子告负。

| 局次
 | 日期
 | 黑方
 | 白方
 | 用时
 | 结果
 | 手数
 |
| --- | --- | --- | --- | --- | --- | --- |
| 1
 | 2017年5月23日 | 柯洁九段 | **AlphaGo** | 3小时+5次60秒读秒 | 白胜1/4子 | 289
 |
| 2
 | 2017年5月25日 | **AlphaGo** | 柯洁九段 | 3小时+5次60秒读秒 | 黑中盘胜 | 155
 |
| 3
 | 2017年5月27日 | **AlphaGo** | 柯洁九段 | 3小时+5次60秒读秒 | 黑中盘胜 | 209
 |
| 结果： AlphaGo 3－0 柯洁九段
 |

#### 第一局

第一局AlphaGo执白289手胜1/4子。赛后孔杰九段评论说，虽然结果AlphaGo只胜1/4子，但实际上是完胜之局，整盘棋柯洁都没有任何机会。详参外部链接。

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| 前99手
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| 第100–199手 （139手位于）
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| 第200–289手
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#### 第二局

AlphaGo执黑155手中盘胜，此次AlphaGo一度遭到追趕，根據賽後DeepMind分析，AlphaGo的評價算法曾認為柯潔的首一百手布局都是AlphaGo认为最优选择，表示柯洁发挥完美。详参外部链接。

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| 第100–155手（104/132/137 位于，129/135位于101）
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#### 第三局

AlphaGo执黑209手中盘胜。详参外部链接。

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| 前99手
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| 第100–199手
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| 第200–209手
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### 配对赛

| 比赛
 | 日期
 | 黑方
 | 白方
 | 用时
 | 结果
 | 手数
 |
| --- | --- | --- | --- | --- | --- | --- |
| 配对赛
 | 2017年5月26日上午 | AlphaGo + 古力 | **AlphaGo+ 连笑** | 1小时+1次60秒读秒 | 白中盘胜 | 220
 |

配对赛于5月26日上午举行，古力九段与连笑八段分别搭配AlphaGo进行一盘较量，现场猜先后，古力一方执黑，连笑一方执白。用时为每方1小时，1次1分钟读秒。落子顺序为古力（黑）、连笑（白）、AlphaGo（黑）、AlphaGo（白）。AlphaGo和连笑八段执白220手中盘胜。

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| 第100–199手
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| 第200–220手
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下到第198手时，执黑的AlphaGo的人手臂举牌示意认输，遭到搭档古力的拒绝，棋局继续进行，随后下黑方的AlphaGo下出了几步“发疯”的棋，到第220手时古力终于同意认输。赛后古力解释说：“后来我有点任性，拒绝举牌，因为我想这么好的局面因为我的失误改变了，还想拼一把，不过后来看到落后还是比较明显的。有些招法我跟不上‘阿老师’的节奏，要是它会说话肯定会批评我。可是它不会说话，给我留了一些颜面。”连笑说AlphaGo就像一颗定心丸：“说实话，我觉得局面不行肯定要完了。结果没想到AlphaGo还在稳健行棋，没有特别激烈去拼搏。看到这一幕，我就定下心了，觉得局面并没有想象中的那么差，就慢慢下等待机会。”AlphaGo团队首席研究员大卫·席尔瓦说，“上午的配对赛相当精彩，四位棋手下出了富有创意的下法，就像是四位画家在画布上同时创作一样。这也让我们看到人类在未来利用人工智能共同创作的可能性。”

### 团队赛

| 比赛
 | 日期
 | 黑方
 | 白方
 | 用时
 | 结果
 | 手数
 |
| --- | --- | --- | --- | --- | --- | --- |
| 团队赛
 | 2017年5月26日下午 | 陈耀烨/周睿羊/芈昱廷/ 时越/唐韦星 | **AlphaGo** | 2.5小时+3次60秒读秒 | 白中盘胜 | 254
 |

团队赛于5月26日12点30开始，由时越九段、芈昱廷九段、唐韦星九段、陈耀烨九段和周睿羊九段5人合力对抗AlphaGo。用时为每方2小时30分钟，3次1分钟读秒。现场猜先，周睿羊代表人类团队抓子，AlphaGo人肉臂黃士傑博士猜到白棋。人类团队经集体讨论决定落子，由周睿羊负责摆棋，行至45手时白方曾短暂换上陈耀烨执子，随后周睿羊回归，最后阶段改由唐韦星摆子，结果AlphaGo执白254手中盘胜。

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| 前99手（87/93/99 位于65，90/96位于66）
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| 第100–199手（105/111/119/125/131位于， 108/114/122/128位于102，172位于115）
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| 第200–254手（219位于213）
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白54出人意料，白58靠后，研究室内柯洁指出了白60尖的变化，遭到其他棋手取笑，但实战AlphaGo的确走出了这一招棋，虽然看似黑61、63提吃白58一子获利很大，但其实效率有限，白64后上方基本活棋，檀啸认为此时黑方已经难以获胜了。下到后来黑方团队有成员提议认输，但唐韦星还想再多下几手，便代替周睿羊摆棋，看看AlphaGo会不会在稳赢的情况下退让，结果发现AlphaGo虽有退让，但很稳健，最后唐韦星听到队友说，要不二路点一个，看看AlphaGo会不会退让，他便走出了黑253，结果AlphaGo果真走出了白254这手退让的棋，黑方随即认输。

AlphaGo自战评估白棋胜率较高，赛后周睿羊说：“猜先的时候猜到了黑棋，结果4个小伙伴都埋怨我，说我猜先都不会猜，可以说拿到黑棋的时候我心里是绝望的。”唐韦星说：“本来我们希望执白，结果小伙伴们说还是猜先吧。我发现黄博士一直是猜单数，就让周睿羊就抓5颗子，让黄博士猜中拿黑棋，结果周睿羊不听我的抓了一大把棋子。”

## 中国报道

有报道称中国有关部门限制了其国内对此次比赛的直播和报道，而唯一的官方直播平台YouTube已被中国屏蔽，但可通过中国直播平台观看直播。报道中仅允许提及参与对弈的人工智能“AlphaGo”及其研发团队DeepMind。分析认为这些限制的原因可能与DeepMind母公司Google在其国内因不满审查制度而退出中国并遭封锁有关。中国仅部分媒体提及Google，但该话题仍成为中国社交网络上最热门的话题之一。

## 后续

中国围棋协会授予AlphaGo职业围棋九段称号。在结束与柯洁的比赛后，DeepMind宣布AlphaGo将“退役”，不再参加任何围棋比赛，但将公开50盘AlphaGo内部自我互弈的棋谱。同时，DeepMind也公布了额外5盘自战棋谱，并由中国一众顶级棋手，及樊麾二段提供的变化图协助下研究棋局内容，并且提供机会於柯洁九段在利用AlphaGo数据协助下复盘（见外部链接）。而在未来，DeepMind将会把AlphaGo的技术运用到医疗等更广泛的领域。

## 参見

* AlphaGo李世乭五番棋
* Master (圍棋軟體)

* DeepMind网站，AlphaGo于中国乌镇围棋峰会，2017年5月23-27日（页面存档备份，存于互联网档案馆）
* Google網站：中国乌镇围棋峰会（页面存档备份，存于互联网档案馆）
* 回看圍棋比賽直播
	+ 柯洁对阵AlphaGo第一局（普通話、英語）
	+ 柯洁对阵AlphaGo第二局（普通話、英語）
	+ 柯洁对阵AlphaGo第三局（普通話（页面存档备份，存于互联网档案馆）、英語（页面存档备份，存于互联网档案馆））
	+ AlphaGo配对赛&团队赛（普通話、英語）
* CGTN柯洁赛后专访（页面存档备份，存于互联网档案馆）
* 柯洁对阵AlphaGo第一局复盘（页面存档备份，存于互联网档案馆）
* 柯洁对阵AlphaGo第二局复盘（页面存档备份，存于互联网档案馆）
* 柯洁对阵AlphaGo第三局复盘（页面存档备份，存于互联网档案馆）