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Reinforcement learning with TensorFlow : a beginner's guide to designing self-learning systems with TensorFlow and OpenAI Gym /: a beginner's guide to designing self-learning systems with TensorFlow and OpenAI Gym. (2018)
Record Type:
Book
Title:
Reinforcement learning with TensorFlow : a beginner's guide to designing self-learning systems with TensorFlow and OpenAI Gym /: a beginner's guide to designing self-learning systems with TensorFlow and OpenAI Gym. (2018)
Main Title:
Reinforcement learning with TensorFlow : a beginner's guide to designing self-learning systems with TensorFlow and OpenAI Gym
Table of ContentsDeep Learning –Architectures and FrameworksTraining Reinforcement Learning Agents Using OpenAI GymMarkov Decision Process (MDP)Policy GradientsQ-Learning & Deep Q Networks Asynchronous MethodsRobo Everything – Real Strategy GamingAlphaGo – Reinforcement learning at it's Best Reinforcement Learning in Autonomous DrivingFinancial Portfolio ManagementReinforcement Learning in Robotics Deep Reinforcement Learning in AdTechReinforcement Learning in Image ProcessingDeep Reinforcement Learning in NLPAppendix 1.Further topics in Reinforcement Learning.
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