PyTorch 1.x Reinforcement Learning Cookbook

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Hands-On Reinforcement Learning with Python Sudharsan Ravichandiran

ISBN: 978-1-78883-652-4

• Understand the basics of reinforcement learning methods, algorithms, and elements
• Train an agent to walk using OpenAI Gym and Tensorflow
• Understand the Markov Decision Process, Bellman’s optimality, and TD learning
• Solve multi-armed-bandit problems using various algorithms
• Master deep learning algorithms, such as RNN, LSTM, and CNN with applications
• Build intelligent agents using the DRQN algorithm to play the Doom game
• Teach agents to play the ...