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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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Yves Hilpisch
Reinforcement Learning for Finance

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

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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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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

Yves Hilpisch Reinforcement Learning for Finance

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

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

Yves Hilpisch
Reinforcement Learning for Finance

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

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