Google DeepMind的David Silver的强化学习课程讲义

【文件属性】：
文件名称：Google DeepMind的David Silver的强化学习课程讲义
文件大小：20.35MB
文件格式：ZIP
更新时间：2019-07-11 02:42:32
强化学习 Google DeepMind的David Silver的强化学习课程讲义，包括Markov Decision Processes、Planning by Dynamic Programming、Model-Free Prediction、Model-Free Control、Function Approximation、Policy Gradient Methods、Integrating Learning and Planning、Exploration and Exploitation以及游戏案例分析。视频：https://www.youtube.com/playlist?list=PL5X3mDkKaJrL42i_jhE4N-p6E2Ol62Ofa

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