Adaptive Dynamic Programming With Applications In Optimal Control

Author: Derong Liu
Publisher: Springer
ISBN: 3319508156
Size: 10.50 MB
Format: PDF, ePub, Docs
View: 2512
Download Read Online
The series Advances in Industrial Control aims to report and encourage
technology transfer in control engineering. The rapid development of control
technology has an impact on all areas of the control discipline: new theory, new
controllers, ...

Self Learning Optimal Control Of Nonlinear Systems

Author: Qinglai Wei
Publisher: Springer
ISBN: 9789811040795
Size: 11.68 MB
Format: PDF, ePub
View: 4801
Download Read Online
This book presents a class of novel, self-learning, optimal control schemes based on adaptive dynamic programming techniques, which quantitatively obtain the optimal control schemes of the systems.

Robust Adaptive Dynamic Programming

Author: Yu Jiang
Publisher: John Wiley & Sons
ISBN: 1119132649
Size: 49.51 MB
Format: PDF, ePub, Docs
View: 5972
Download Read Online
A comprehensive look at state-of-the-art ADP theory and real-world applications This book fills a gap in the literature by providing a theoretical framework for integrating techniques from adaptive dynamic programming (ADP) and modern ...

Handbook Of Learning And Approximate Dynamic Programming

Author: Jennie Si
Publisher: John Wiley & Sons
ISBN: 9780471660545
Size: 19.15 MB
Format: PDF, ePub
View: 1086
Download Read Online
In this volume, leading experts in the field summarize the latest research in areas including: Reinforcement learning and its relationship to supervised learning Model-based adaptive critic designs Direct neural dynamic programming ...

Markov Decision Processes

Author: Martin L. Puterman
Publisher: John Wiley & Sons
ISBN: 1118625870
Size: 72.85 MB
Format: PDF, ePub, Mobi
View: 6142
Download Read Online
"This text is unique in bringing together so many results hitherto found only in part in other texts and papers. . .

Approximate Dynamic Programming

Author: Warren B. Powell
Publisher: John Wiley & Sons
ISBN: 9780470182956
Size: 29.37 MB
Format: PDF, Mobi
View: 5550
Download Read Online
This groundbreaking book uniquely integrates four distinct disciplines—Markov design processes, mathematical programming, simulation, and statistics—to demonstrate how to successfully model and solve a wide range of real-life problems ...

Stochastic Systems

Author: P. R. Kumar
Publisher: SIAM
ISBN: 1611974259
Size: 39.80 MB
Format: PDF, ePub, Docs
View: 4725
Download Read Online
This book provides succinct and rigorous treatment of the foundations of stochastic control; a unified approach to filtering, estimation, prediction, and stochastic and adaptive control; and the conceptual framework necessary to understand ...