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Hands-On Reinforcement Learning with Python : Master reinforcement and deep reinforcement learning using OpenAI Gym and TensorFlow /: Master reinforcement and deep reinforcement learning using OpenAI Gym and TensorFlow. (2018)
Record Type:
Book
Title:
Hands-On Reinforcement Learning with Python : Master reinforcement and deep reinforcement learning using OpenAI Gym and TensorFlow /: Master reinforcement and deep reinforcement learning using OpenAI Gym and TensorFlow. (2018)
Main Title:
Hands-On Reinforcement Learning with Python : Master reinforcement and deep reinforcement learning using OpenAI Gym and TensorFlow
Table of ContentsIntroduction to Reinforcement LearningGetting started with OpenAI and TensorflowMarkov Decision process and Dynamic ProgrammingGaming with Monte Carlo Tree SearchTemporal Difference LearningMulti-Armed Bandit ProblemDeep Learning FundamentalsDeep Learning and ReinforcementPlaying Doom With Deep Recurrent Q NetworkAsynchronous Advantage Actor Critic NetworkPolicy Gradients and OptimizationCapstone Project – Car Racing using DQNCurrent Research and Next Steps.
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