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PyTorch 1.x Reinforcement Learning Cookbook : Over 60 recipes to design, develop, and deploy self-learning AI models using Python /: Over 60 recipes to design, develop, and deploy self-learning AI models using Python. (2019)
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Book
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PyTorch 1.x Reinforcement Learning Cookbook : Over 60 recipes to design, develop, and deploy self-learning AI models using Python /: Over 60 recipes to design, develop, and deploy self-learning AI models using Python. (2019)
Main Title:
PyTorch 1.x Reinforcement Learning Cookbook : Over 60 recipes to design, develop, and deploy self-learning AI models using Python
Table of ContentsGetting started with reinforcement learning and PyTorchMarkov Decision Process and Dynamic ProgrammingMonte Carlo Methods for making numerical estimationsTemporal Difference and Q-LearningSolving Multi Armed Bandit problemsScaling up Learning with Function ApproximationDeep Q-Networks in ActionImplementing Policy Gradients and Policy OptimizationCapstone Project: Playing Flappy Bird with DQN.
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