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Bosen Lian, Wenqian Xue, Bahare Kiumarsi, Hamidreza Modares
Integral and Inverse Reinforcement Learning for Optimal Control Systems and Games

Integral and Inverse Reinforcement Learning for Optimal Control Systems and Games develops its specific learning techniques, motivated by application to autonomous driving and microgrid systems, with brea…

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Jinna Li, Jialu Fan, Frank L. Lewis
Reinforcement Learning

This book offers a thorough introduction to the basics and scientific and technological innovations involved in the modern study of reinforcement-learning-based feedback control. The authors address a wid…

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Yves Hilpisch
Reinforcement Learning for Finance

"Reinforcement learning (RL) has led to several breakthroughs in Al. The use of the deep Q-learning (DQL) algorithm alone has helped people develop agents that play arcade games and board games at a …

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Abdul Rahman, Christopher Redino, Dhruv Nandakumar, Tyler Cody
Reinforcement Learning for Cyber Operations

A comprehensive and up-to-date application of reinforcement learning concepts to offensive and defensive cybersecurityIn Reinforcement Learning for Cyber Operations: Applications of Artificial Intelligenc…

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Liang Xiao, Minghui Min, Weihua Zhuang, Helin Yang
Reinforcement Learning for Maritime Communications

This book demonstrates that the reliable and secure communication performance of maritime communications can be significantly improved by using intelligent reflecting surface (IRS) aided communication, pr…

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Hang Wang, Junshan Zhang, Sen Lin
Continual and Reinforcement Learning for Edge AI

This book provides a comprehensive introduction to continual and reinforcement learning for edge AI, which investigates how to build an AI agent that can continuously solve new learning tasks and enhance …

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Aaron M. Roth, Elham Tabassi, Ram D. Sriram, Dinesh Manocha
Explainable and Interpretable Reinforcement Learning for Robotics

This book surveys the state of the art in explainable and interpretable reinforcement learning (RL) as relevant for robotics. While RL in general has grown in popularity and been applied to increasingly c…

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Trefferliste "Reinforcement Learning For Optimal Feedback Control" - alle Bücher

Bosen Lian, Wenqian Xue, Bahare Kiumarsi, Hamidreza Modares Integral and Inverse Reinforcement Learning for Optimal Control Systems and Games

Jinna Li, Jialu Fan, Frank L. Lewis Reinforcement Learning

Yves Hilpisch Reinforcement Learning for Finance

Abdul Rahman, Christopher Redino, Dhruv Nandakumar, Tyler Cody Reinforcement Learning for Cyber Operations

Liang Xiao, Minghui Min, Weihua Zhuang, Helin Yang Reinforcement Learning for Maritime Communications

Hang Wang, Junshan Zhang, Sen Lin Continual and Reinforcement Learning for Edge AI

Aaron M. Roth, Elham Tabassi, Ram D. Sriram, Dinesh Manocha Explainable and Interpretable Reinforcement Learning for Robotics

Bosen Lian, Wenqian Xue, Bahare Kiumarsi, Hamidreza Modares
Integral and Inverse Reinforcement Learning for Optimal Control Systems and Games

Jinna Li, Jialu Fan, Frank L. Lewis
Reinforcement Learning

Yves Hilpisch
Reinforcement Learning for Finance

Abdul Rahman, Christopher Redino, Dhruv Nandakumar, Tyler Cody
Reinforcement Learning for Cyber Operations

Liang Xiao, Minghui Min, Weihua Zhuang, Helin Yang
Reinforcement Learning for Maritime Communications

Hang Wang, Junshan Zhang, Sen Lin
Continual and Reinforcement Learning for Edge AI

Aaron M. Roth, Elham Tabassi, Ram D. Sriram, Dinesh Manocha
Explainable and Interpretable Reinforcement Learning for Robotics