【UCL公开课】David Sliver: Reinforcement Learning: An Introduction - 深度强化学习实验室

【UCL公开课】David Sliver: Reinforcement Learning: An Introduction

DeepRLearner

课程主页：https://www.davidsilver.uk/teaching/

一、课程视频及课件

查看视频(中文字幕)点击查看

Lecture 1: Introduction to Reinforcement Learning
Lecture 2: Markov Decision Processes
Lecture 3: Planning by Dynamic Programming
Lecture 4: Model-Free Prediction
Lecture 5: Model-Free Control
Lecture 6: Value Function Approximation
Lecture 7: Policy Gradient Methods
Lecture 8: Integrating Learning and Planning
Lecture 9: Exploration and Exploitation
Lecture 10: Case Study: RL in Classic Games

二、学习笔记汇总

David Silver强化学习公开课中文讲解及实践

中文字幕视频如下：

Tzy2020

目前DeepMind最新课程： https://www.youtube.com/playlist?list=PLqYmG7hTraZDNJre23vqCGIVpfZ_K2RZs

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