Integral and Inverse Reinforcement Learning for Optimal Control Systems and Games

by Frank L. Lewis, Bosen Lian, Wenqian Xue

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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...

Format:Hardcover

Language:English

ISBN:3031452518

ISBN13:9783031452512

Release Date:March 2024

Publisher:Springer

Length:267 Pages

Weight:1.28 lbs.

Dimensions:0.7" x 6.1" x 9.2"

Related Subjects

Engineering Technology

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Integral and Inverse Reinforcement Learning for Optimal Control Systems and Games

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