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Hands-On Reinforcement Learning for Games : Implementing self-learning agents in games using artificial intelligence techniques /: Implementing self-learning agents in games using artificial intelligence techniques. (2020)
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Book
Title:
Hands-On Reinforcement Learning for Games : Implementing self-learning agents in games using artificial intelligence techniques /: Implementing self-learning agents in games using artificial intelligence techniques. (2020)
Main Title:
Hands-On Reinforcement Learning for Games : Implementing self-learning agents in games using artificial intelligence techniques
Table of ContentsUnderstanding Rewards-Based LearningDynamic Programming and the Bellman EquationMonte Carlo MethodsTemporal Difference LearningExploring SARSAGoing Deep with DQNGoing Deeper with DDQNPolicy Gradient MethodsOptimizing for Continuous ControlAll about Rainbow DQNExploiting ML-AgentsDRL Frameworks3D WorldsFrom DRL to AGI.
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