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Mastering the game of Go without human knowledge 英文高清完整.pdf版下载 评分:

讲述alpha zero的原文,发表在nature。 A long-standing goal of artificial intelligence is an algorithm that learns, tabula rasa, superhuman proficiency in challenging domains. Recently, AlphaGo became the first program to defeat a world champion in the game of Go. The tree search in AlphaGo evaluated positions and selected moves using deep neur al networks. These neural networks were trained by supervised learning from human expert moves, and by reinforcement learning from self-play. Here we introduce an algorithm based solely on reinforcement learning, without human data, guidance or domain knowledge beyond game rules. AlphaGo becomes its own teacher: a neural network is trained to predict AlphaGo’s own move selections and also the winner of AlphaGo’s games. This neural network improves the strength of the tree search, resulting in higher quality move selection and stronger self-play in the next iteration. Starting tabula rasa, our new program AlphaGo Zero achieved superhuman performance, winning 100–0 against the previously published, champion-defeating AlphaGo.
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【论文翻译】Mastering the game of Go without human knowledge (无师自通---在不借助人类知识的情况下学会围棋)
Mastering the game of Go without human knowledge笔记
AlphaGo Zero详解
自助法和蒙特卡罗
《Mastering the game of Go without human knowledge》译文
蒙特卡洛树搜索 - 以蛮力对抗智慧
SQL injection_basic knowledge
AlphaGo Zero论文中文版:Mastering the game of Go without human knowledge
lgb+随机搜索流程及代码
Mastering the game of Go with deep neural networks and tree search 中文版来了
论文笔记:Mastering the game of Go with deep neural networks and tree search
AlphaGo论文的译文,用深度神经网络和树搜索征服围棋:Mastering the game of Go with deep neural networks and tree search
Mastering the game of Go without human knowledge(阿尔法元)

阿尔法元nature论文,Mastering the Game of Go without Human Knowledge

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Mastering the Game of Go without Human Knowledge

alphago zero nature paper : Mastering the Game of Go without Human Knowledge

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mastering the game of go with deep neural networks and tree search.pdf

alpha go 系列1,主要讲述Monte-Carlo tree search (MCTS) 蒙特卡洛树搜索,作为入门第一篇还是可以的

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AlphaGo Zero原理浅析
Mastering Go 英文原版翻译项目
mastering go

Mastering Go: Writing Golang production applications using Network Libraries, deep concurrency, advanced Go data structures and cloud-native techniques Covering the major features and packages of Go, plus its types and datastructures, to enable the reader to write threadsafe, concurrent cloud, and

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