David Silver 强化学习课程高清版

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2018-11-03 19:15:51
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本视频无中文字幕,已开启“允许观众投稿字幕”选项,欢迎投稿。 Deep Mind 的领衔科学家 David Silver 于伦敦大学授强化学习课程。 详细课程信息:http://www0.cs.ucl.ac.uk/staff/d.silver/web/Teaching.html
视频选集
(1/10)
Lecture 1 Introduction to Reinforcement Learning
01:28:13
Lecture 2 Markov Decision Process
01:42:05
Lecture 3 Planning by Dynamic Programming
01:39:09
Lecture 4 Model-Free Prediction
01:37:02
Lecture 5 Model Free Control
01:36:31
Lecture 6 Value Function Approximation
01:36:45
Lecture 7 Policy Gradient Methods
01:33:58
Lecture 8 Integrating Learning and Planning
01:40:13
Lecture 9 Exploration and Exploitation
01:39:18
Lecture 10 Classic Games.f22
01:51:24
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