Related Books

Online Learning Algorithms for Differential Dynamic Games and Optimal Control
Language: en
Pages:
Authors: Kyriakos G. Vamvoudakis
Categories: Adaptive control systems
Type: BOOK - Published: 2011 - Publisher:

DOWNLOAD EBOOK

Optimal control deals with the problem of finding a control law for a given system that a certain optimality criterion is achieved. It can be derived using Pont
Optimal Adaptive Control and Differential Games by Reinforcement Learning Principles
Language: en
Pages: 305
Authors: Draguna L. Vrabie
Categories: Computers
Type: BOOK - Published: 2013 - Publisher: IET

DOWNLOAD EBOOK

The book reviews developments in the following fields: optimal adaptive control; online differential games; reinforcement learning principles; and dynamic feedb
Reinforcement Learning and Approximate Dynamic Programming for Feedback Control
Language: en
Pages: 498
Authors: Frank L. Lewis
Categories: Technology & Engineering
Type: BOOK - Published: 2013-01-28 - Publisher: John Wiley & Sons

DOWNLOAD EBOOK

Reinforcement learning (RL) and adaptive dynamic programming (ADP) has been one of the most critical research fields in science and engineering for modern compl
Differential Games of Pursuit
Language: en
Pages: 342
Authors: Leon A. Petrosjan
Categories: Mathematics
Type: BOOK - Published: 1993 - Publisher: World Scientific

DOWNLOAD EBOOK

The classical optimal control theory deals with the determination of an optimal control that optimizes the criterion subjects to the dynamic constraint expressi
Multi-player H∞ Differential Game Using On-policy and Off-policy Reinforcement Learning
Language: en
Pages: 27
Authors: Peiliang An
Categories:
Type: BOOK - Published: 2022 - Publisher:

DOWNLOAD EBOOK

This work studies a multi-player H∞ differential game for systems of general linear dynamics. In this game, multiple players design their control inputs to mi