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