Reinforcement Learning Textbook

2022-01-19Code Available2· sign in to hype

Sergey Ivanov

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github.com/fortsandmills/rl-theory-book
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Abstract

This textbook covers principles behind main modern deep reinforcement learning algorithms that achieved breakthrough results in many domains from game AI to robotics. All required theory is explained with proofs using unified notation and emphasize on the differences between different types of algorithms and the reasons why they are constructed the way they are.

Tasks

Deep Reinforcement Learning reinforcement-learning Reinforcement Learning Reinforcement Learning (RL)

Reinforcement Learning Textbook

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Abstract

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