{"product_id":"integral-and-inverse-reinforcement-learning-bosen-lian-9783031452512","title":"Integral and Inverse Reinforcement Learning for Optimal Control Systems and Games","description":"\u003cp\u003e\u003ci\u003eIntegral and Inverse Reinforcement Learning for Optimal Control Systems and Games\u003c\/i\u003e 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.\u003c\/p\u003e \u003cp\u003e \u003c\/p\u003e 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.\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Bosen Lian, Wenqian Xue, Frank L. Lewis\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 3031452518\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9783031452512\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Springer\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 03\/06\/2024\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 267\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Hardcover\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.28lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.21h x 6.14w x 0.69d","brand":"Bosen Lian","offers":[{"title":"Hardcover","offer_id":44919827202303,"sku":"9783031452512","price":159.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_e03cba97-be85-4e56-851d-329bc6b9a19b.jpg?v=1710359524","url":"https:\/\/www.whiterainbookhouse.com\/products\/integral-and-inverse-reinforcement-learning-bosen-lian-9783031452512","provider":"WR Book House","version":"1.0","type":"link"}