Output Feedback Reinforcement Learning Control for Linear Systems
2023 ed.
Book Details
Format
Hardback
Book Series
Control Engineering
ISBN-10
3031158571
ISBN-13
9783031158575
Edition
2023 ed.
Publisher
Birkhauser Verlag AG
Imprint
Birkhauser Verlag AG
Country of Manufacture
GB
Country of Publication
GB
Publication Date
Nov 30th, 2022
Print length
294 Pages
KSh 23,400.00
Currently unavailable
0 in stock
Delivery Location
Delivery fee: Select location
Secure
Quality
Fast
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.
Get Output Feedback Reinforcement Learning Control for Linear Systems by Syed Ali Asad Rizvi, Zongli Lin at the best price and quality guaranteed only at Werezi Africa's largest book ecommerce store. The book was published by Birkhauser Verlag AG and it has 294 pages.
Customers Who Bought This Also Bought
Thinking in Systems
KSh 3,050.00
For Everyone Bible Study Guide: Luke
KSh 1,250.00
The Laws of Thought
KSh 2,000.00
Laws of Thought
KSh 3,050.00
Laws of Thought
KSh 4,500.00
Frankenstein and STEAM – Essays for Charles E. Robinson
KSh 22,300.00
Algorithms in Advanced Artificial Intelligence
KSh 30,950.00
Algorithms in Advanced Artificial Intelligence
KSh 9,350.00
Linear Systems Theory
KSh 37,800.00
Fractals and Chaos
KSh 28,450.00
Theories and Models of Urbanization
KSh 26,800.00
Machine Intelligence and Data Analytics for Sustainable Future Smart Cities
KSh 27,000.00
More by Syed Ali Asad Rizvi, Zongli Lin
Stability and Performance of Control Systems with Actuator Saturation
KSh 16,200.00
Control of Surge in Centrifugal Compressors by Active Magnetic Bearings
KSh 16,200.00
Truncated Predictor Based Feedback Designs for Linear Systems with Input Delay
KSh 19,800.00
Truncated Predictor Based Feedback Designs for Linear Systems with Input Delay
KSh 19,800.00
Stability and Performance of Control Systems with Actuator Saturation
KSh 16,200.00
Output Feedback Reinforcement Learning Control for Linear Systems
KSh 23,400.00
