【强化学习】Reinforcement Learning Course by David Silver

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2018-09-21 14:59:36
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https://www.youtube.com/playlist?list=PLzuuYNsE1EZAXYR4FJ75jcJseBmo4KQ9- 最近在看强化学习,看到B站上好像没有中文字幕的教程,于是从youtube搬运过来。 课程资料地址:http://www0.cs.ucl.ac.uk/staff/D.Silver/web/Teaching.html
萌新音游玩家,爱好研究AI技术。
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Lecture 1: Introduction to Reinforcement Learning
01:28:11
Lecture 2: Markov Decision Processes
01:42:03
Lecture 3: Planning by Dynamic Programming
01:39:07
Lecture 4: Model-Free Prediction
01:36:59
Lecture 5: Model-Free Control
01:36:29
Lecture 6: Value Function Approximation
01:36:43
Lecture 7: Policy Gradient Methods
01:33:57
Lecture 8: Integrating Learning and Planning
01:40:11
Lecture 9: Exploration and Exploitation
01:39:18
Lecture 10: Case Study: RL in Classic Games
01:51:24
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