CMU课程：深度增强学习与控制 by Katerina Fragkiadaki, Ruslan Satakhutdinov
http://t.cn/R820Xiz
【CMU课程：深度增强学习与控制】《CMU 10703: Deep Reinforcement Learning and Control (Spring 2017)》by Katerina Fragkiadaki, Ruslan Satakhutdinov http://t.cn/RCxgCeB videos:http://t.cn/R820Xiz
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（1/8）
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1. Introduction
01:06:00
2. Markov decision processes (MDPs), POMDPs
01:07:23
3. Solving known MDPs: Dynamic Programming
01:05:31
OpenAI Gym & TensorFlow
48:52
4. Monte Carlo learning: value function (VF) estimation and optimization
01:16:35
5.Temporal difference learning: VF estimation and optimization, Q learning, SARS
01:12:28
6.Lecture 06
53:37
7.Deep Learning 1
01:11:20
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