文件名称：Google Deepmind David Silver强化学习课程讲义
文件大小：20.38MB
文件格式：ZIP
更新时间：2021-04-18 05:23:13
强化学习
全套David Silver课程讲义，包含9个lecture和一个case study.
【文件预览】：
Google DeepMind的David Silver的强化学习课程讲义
----Lecture 6 Value Function Approximation.pdf(1.9MB)
----Lecture 9 Exploration and Exploitation.pdf(1.28MB)
----Lecture 7 Policy Gradient Methods.pdf(1.79MB)
----Lecture 8 Integrating Learning and Planning.pdf(5.48MB)
----Lecture 4 Model-Free Prediction.pdf(1.39MB)
----Case Study - RL in Games.pdf(7.76MB)
----Lecture 5 Model-Free Control.pdf(1.43MB)
----Lecture 2 Markov Decision Processes.pdf(816KB)
----Lecture 1 Introduction to Reinforcement Learning.pdf(2.86MB)
----Lecture 3 Planning by Dynamic Programming.pdf(805KB)