£92.00

Integral and Inverse Reinforcement Learning for Optimal Control Systems and Games (Advances in Industrial Control)

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£98.95 £73.89 £79.36 £84.83 £90.29 £95.76 £101.23 02 October 2024 27 January 2025 24 May 2025 18 September 2025 13 January 2026

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48 days 42 days 14 days 31 days · current 312 days 0 78 156 234 312 £76-81 £81-85 £85-90 £90-94 £94-99 Days at Price

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Most common range: £94-99 (312 days, 69.8%)

Price range: £76 - £99

Price levels: 5 price ranges over 447 days

Description

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 breadth and depth: integral reinforcement learning (RL) achieves model-free control without system estimation compared with system identification methods and their inevitable estimation errors; novel inverse RL methods fill a gap that will help them to attract readers interested in finding data-driven model-free solutions for inverse optimization and optimal control, imitation learning and autonomous driving among other areas. Graduate students will find that this book offers a thorough introduction to integral and inverse RL for feedback control related to optimal regulation and tracking, disturbance rejection, and multiplayer and multiagent systems. For researchers, it provides a combination of theoretical analysis, rigorous algorithms, and a wide-ranging selection of examples. The book equips practitioners working in various domains – aircraft, robotics, power systems, and communication networks among them – with theoretical insights valuable in tackling the real-world challenges they face.

Product Specifications

Format
hardcover
Domain
Amazon UK
Release Date
06 March 2024
Listed Since
29 August 2023

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