Bienvenue chez nous !
Mon Ex Libris
DEFR
ContactOffrir des bonsSuccursales
0
Recherche detaillée

Output Feedback Reinforcement Learning Control for Linear Systems

Syed Ali Asad Rizvi
,
Zongli Lin
eBook (pdf)
(0)
Donner la première évaluation
This monograph explores the analysis and design of model-free optimal control systems based on reinforcement learning (RL) theory...

20%

139.90

CHF111.90

Vous économisez CHF 28.00

Download est disponible immédiatement

eBook (pdf)

Souvent achetés ensemble

D’autres clients ont aussi acheté

Description

This monograph explores the analysis and design of model-free optimal control systems based on reinforcement learning (RL) theory, presenting new methods that overcome recent challenges faced by RL. New developments in the design of sensor data efficient RL algorithms are demonstrated that not only reduce the requirement of sensors by means of output feedback, but also ensure optimality and stability guarantees. A variety of practical challenges are considered, including disturbance rejection, control constraints, and communication delays. Ideas from game theory are incorporated to solve output feedback disturbance rejection problems, and the concepts of low gain feedback control are employed to develop RL controllers that achieve global stability under control constraints. Output Feedback Reinforcement Learning Control for Linear Systems will be a valuable reference for graduate students, control theorists working on optimal control systems, engineers, and applied mathematicians.

Informations sur le produit

Titre:
Output Feedback Reinforcement Learning Control for Linear Systems
Auteur:
Syed Ali Asad Rizvi
,
Zongli Lin
EAN:
9783031158582
Format:
eBook (pdf)
Producteur:
Springer International Publishing
Genre:
Autres
Parution:
29.11.2022
Protection contre la copie numérique:
filigrane numérique
Taille de fichier:
5.96 MB
Nombre de pages:
294

Mehr entdecken: Mathématiques

Analyse, Arithmétique, algèbre, Géométrie, Autres, Théorie des probabilités, stochastique, statistiques mathématiques