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2. Markov decision processes (MDPs), POMDPs

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课程目录

1. Introduction
会员 1. Introduction
00:00
2. Markov decision processes (MDPs), POMDPs
会员 2. Markov decision processes (MDPs), POMDPs
00:00
3. Solving known MDPs: Dynamic Programming
会员 3. Solving known MDPs: Dynamic Programming
00:00
4. OpenAI Gym & TensorFlow
会员 OpenAI Gym & TensorFlow
00:00
5. Monte Carlo learning: value function (VF) estimation and optimization
会员 4. Monte Carlo learning: value function (VF) estimation and optimization
00:00
6. Temporal difference learning: VF estimation and optimization, Q learning, SARS
会员 Temporal difference learning: VF estimation and optimization, Q learning, SARS
00:00
7. Lecture 06
会员 Lecture 06
00:00
8. Deep Learning
会员 Deep Learning
00:00