Reinforcement Learning and Optimal Control

Reinforcement Learning and Optimal Control

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Reinforcement Learning for Optimal Feedback Control

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Reinforcement Learning for Optimal Feedback Control develops model-based and data-driven reinforcement learning methods for solving optimal control problems in

Reinforcement Learning and Stochastic Optimization

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REINFORCEMENT LEARNING AND STOCHASTIC OPTIMIZATION Clearing the jungle of stochastic optimization Sequential decision problems, which consist of “decision, in

Rollout, Policy Iteration, and Distributed Reinforcement Learning

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The purpose of this book is to develop in greater depth some of the methods from the author's Reinforcement Learning and Optimal Control recently published text

Optimal Adaptive Control and Differential Games by Reinforcement Learning Principles

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The book reviews developments in the following fields: optimal adaptive control; online differential games; reinforcement learning principles; and dynamic feedb