Integral and Inverse Reinforcement Learning for Optimal Control Systems and Games (Advances in Industrial Control) free ebook download.

Home : Book details

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

Category:
Control Theory

Views: 72
Likes: 1

Catalogue

Author(s):	Bosen Lian

Date:	2024	Format:	pdf	Language:	English	ISBN/ASIN:	3031452518
Pages:	287	OCR:		Quality:		ISBN13:
Uploader:	risotor	Upload Date:	10/28/2024 8:42:16 PM

To download click on link in the Links Table below

Description: Click to see full description

3031452518 pdf
3031452518 pdf
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.
Read more

Links Table

	Title	Link	Password	Size (MB)	Thank to	Inform Admin
3274754	Book	https://rapidgator.net/file/7b3d880c07f1...		0.00	risotor

Tags: Advances Control Games Industrial Integral Inverse Learning Optimal Reinforcement Systems

Title	Link	Password	Size	Reason

Those who downloaded this book also downloaded the following books:
Comments

New comment: