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Mastering Reinforcement Learning with Python : Build next-generation, self-learning models using reinforcement learning techniques and best practices /: Build next-generation, self-learning models using reinforcement learning techniques and best practices. (2020)
Record Type:
Book
Title:
Mastering Reinforcement Learning with Python : Build next-generation, self-learning models using reinforcement learning techniques and best practices /: Build next-generation, self-learning models using reinforcement learning techniques and best practices. (2020)
Main Title:
Mastering Reinforcement Learning with Python : Build next-generation, self-learning models using reinforcement learning techniques and best practices
Table of ContentsIntroduction to Reinforcement LearningMulti-armed BanditsContextual BanditsMakings of the Markov Decision ProcessSolving the Reinforcement Learning ProblemDeep Q-Learning at ScalePolicy Based MethodsModel-Based MethodsMulti-Agent Reinforcement LearningMachine TeachingGeneralization and Domain RandomizationMeta-reinforcement learningOther Advanced TopicsAutonomous SystemsSupply Chain ManagementMarketing, Personalization and FinanceSmart City and CybersecurityChallenges and Future Directions in Reinforcement Learning.
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