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The reinforcement learning workshop : learn how to apply cutting-edge reinforcement learning algorithms to your own machine learning models /: learn how to apply cutting-edge reinforcement learning algorithms to your own machine learning models. (2020)
Record Type:
Book
Title:
The reinforcement learning workshop : learn how to apply cutting-edge reinforcement learning algorithms to your own machine learning models /: learn how to apply cutting-edge reinforcement learning algorithms to your own machine learning models. (2020)
Main Title:
The reinforcement learning workshop : learn how to apply cutting-edge reinforcement learning algorithms to your own machine learning models
Table of ContentsIntroduction to Reinforcement LearningMarkov Decision Processes and Bellman EquationsDeep Learning in Practice with TensorFlow 2Getting Started with OpenAI and TensorFlow for Reinforcement LearningDynamic ProgrammingMonte Carlo MethodsTemporal Difference LearningThe Multi-Armed Bandit ProblemWhat Is Deep Q Learning?Playing an Atari Game with Deep Recurrent Q NetworksPolicy-Based Methods for Reinforcement LearningEvolutionary Strategies for RL.
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