# AlphaGo对阵柯洁[编辑]

**AlphaGo对阵柯洁**的三番棋比赛于2017年5月23日、25日和27日在中国乌镇围棋峰会进行，AlphaGo Master以3：0战胜了当时世界排名第一的围棋棋手柯洁。

## 背景

比赛发生前，柯洁已经从2014年末开始持续在Go Ratings排名世界第一，此外他在韩国棋院、日本棋院和中国围棋协会排名中也是世界第一。

本场比赛的AlphaGo Master此前已经在线上比赛以Magister、Master（P）、Master等ID取得60连胜，对手都是当时的顶尖棋手，包括3：0击败的柯洁。

此时的Master为单机版，有一个TPU，计算量是2016年人机大战的十分之一，等级分在4,500分以上，而柯洁当时为3,620分。Google DeepMind称这个版本可让战胜李世石的版本三子，而且DeepMind还有比Master更强的AlphaGo Zero没有派出。

## 比赛

DeepMind为这场比赛的获胜者提供了150万美元奖金，失败者也可获得30万美元。AlphaGo三战全胜。

由于谷歌退出中国大陆，该系列赛在中国直播受到限制，同时部分新闻在报道时隐去了“谷歌”。

比赛结束后，AlphaGo退役，并被中国围棋协会授予九段称号。

| 场次
 | 日期
 | 黑
 | 白
 | 结果
 | 手数
 |  |
| --- | --- | --- | --- | --- | --- | --- |
| 1
 | 2017年5月23日 | 柯洁 | **AlphaGo** | 白半目胜 | 289
 | sgf （页面存档备份，存于互联网档案馆）
 |
| 2
 | 2017年5月25日 | **AlphaGo** | 柯洁 | 白棋认输 | 155
 | sgf （页面存档备份，存于互联网档案馆）
 |
| 3
 | 2017年5月27日 | **AlphaGo** | 柯洁 | 白棋认输 | 209
 | sgf （页面存档备份，存于互联网档案馆）
 |
| 结果：AlphaGo3：0获胜
 |

### 第一场

5月23日，AlphaGo执白半目胜。赛后，柯洁表示“输得没脾气”，并对白54表示印象深刻：

|  |  |  |
| --- | --- | --- |
| “
 | 其实我当时看到那步棋的时候，我是有点震惊，真的是很震惊，因为那手棋在人类的对局中几乎是不可能下的，因为明显是个后手。不过它下完这步棋之后，我冷静地分析了一下，觉得这是步好棋，兼顾了很多地方，有‘一石二鸟’的作用，把自己的角部实地化了，并且有很多劫材。
 | ”
 |

DeepMind团队的杰米斯·哈萨比斯认为这场比赛差距非常小。柯洁说他没能找到AlphaGo的弱点，而去年李世石版本“还是很接近人类”，而现在“已经越来越有点像我理解中的‘围棋上帝’了”，“所以想赢只好通过找BUG。”

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| 前99手
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| 100至199手（139手：）
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|  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |

 |
| 200至289手
 |

### 第二场

5月25日，柯洁前期存在一定优势，比赛进行约1小时后，哈萨比斯在推特上表示，根据AlphaGo的评估柯洁行棋十分完美。但因开劫不利、打劫失误，下到大约4小时，执白的柯洁还是投子认负。

古力表示柯洁虽然上一盘有点拘束，但第二盘状态很好，而AlphaGo也少见地出现长考。三番棋结束后，连笑表示第二盘没有人能比柯洁下得更好。

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| 前99手
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| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |
|

|  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |
| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |
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| 100至155手（104/132/137手：，129/135下在101处）
 |

### 第三场

5月27日，应柯洁的要求，哈萨比斯让柯洁继续执白，但209手柯洁白棋中腹大龙被吃，再次认输。

柯洁赛后采访哽咽，表示：

|  |  |  |
| --- | --- | --- |
| “
 | 今天的棋，我本以为我会下得好一些的，没想到布局阶段就下出了几步恶手。和AlphaGo比赛如果刚开始就下出恶手，那就没什么机会了，因为它确实太完美了，所以我很责怪自己没能下得更好。我希望自己能做得更好一点，但没能做到，我不想说这是个“双赢”的局面，我觉得很难受，真的很难过，发挥得很糟糕，以后肯定也没这个机会了......之后它的每一步棋，只要是我担心的，它总会下的，而它下的我想不到的棋，我要慢慢想一下才会明白它的道理。它下的那些棋，我只能猜出一半，另外一半是我猜不到的，这就是差距。
 | ”
 |

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| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |
|

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| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |
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| 前99手
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| 200至209手
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* 第一局 （页面存档备份，存于互联网档案馆）
* 第二局 （页面存档备份，存于互联网档案馆）
* 第三局 （页面存档备份，存于互联网档案馆）