Integral reinforcement learning solutions for a synchronisation system with constrained policies
type: Item
instance of: scholarly article
title: Integral reinforcement learning solutions for a synchronisation system with constrained policies
zbMATH Open document ID: 1546.91073
author: Mohammed I. Abouheaf
author: Magdi S. Mahmoud
author: Wail Gueaieb
published in: IET Control Theory \& Applications
publication date: 2024-09-05T00:00:00Z
Mathematics Subject Classification ID: 91A43
Mathematics Subject Classification ID: 91A23
Mathematics Subject Classification ID: 49N70
Mathematics Subject Classification ID: 49L20
Mathematics Subject Classification ID: 68T05
zbMATH DE Number: 7907115
zbMATH Keywords: learning (artificial intelligence)
zbMATH Keywords: optimal control
zbMATH Keywords: dynamic programming
zbMATH Keywords: graph theory
zbMATH Keywords: differential games
zbMATH Keywords: iterative methods
zbMATH Keywords: neural nets
zbMATH Keywords: multi-agent systems
zbMATH Keywords: differential game
zbMATH Keywords: mutual interactions
zbMATH Keywords: undirected graph topology
zbMATH Keywords: dynamical behaviour
zbMATH Keywords: nonlinear performance indices
zbMATH Keywords: game-theoretic mathematical framework
zbMATH Keywords: adaptive integral reinforcement learning schemes
zbMATH Keywords: constrained optimality conditions
zbMATH Keywords: graphical game
zbMATH Keywords: Nash equilibrium solution
zbMATH Keywords: adaptive critics
zbMATH Keywords: uncertain dynamical learning environment
zbMATH Keywords: synchronisation system
zbMATH Keywords: constrained policies
zbMATH Keywords: constrained optimal control strategies
zbMATH Keywords: value iteration processes
zbMATH Keywords: IRL-Bellman optimality equations
zbMATH Keywords: neural network structures
zbMATH Keywords: agents
MaRDI profile type: Publication
cites work: Q4226167
cites work: Multi-agent differential graphical games: online adaptive learning solution for synchronization with optimality
cites work: Multi-agent discrete-time graphical games and reinforcement learning solutions
cites work: Cooperative Control of Dynamical Systems
cites work: Tracking control for multi-agent consensus with an active leader and variable topology
cites work: Consensus of Multiagent Systems and Synchronization of Complex Networks: A Unified Viewpoint
cites work: Consensus Problems in Networks of Agents With Switching Topology and Time-Delays
cites work: Pinning control of scale-free dynamical networks
cites work: Q4257216
cites work: Adaptive optimal control for continuous-time linear systems based on policy iteration
cites work: Discrete-time dynamic graphical games: model-free reinforcement learning solution
cites work: Dynamic Graphical Games:
cites work: Optimal distributed synchronization control for continuous-time heterogeneous multi-agent differential graphical games
cites work: Consensus seeking in multiagent systems under dynamically changing interaction topologies
cites work: Distributed consensus in multi-vehicle cooperative control. Theory and applications.
cites work: Q4002909
cites work: Pinning a Complex Dynamical Network to Its Equilibrium
cites work: Multi-player non-zero-sum games: online adaptive learning solution of coupled Hamilton-Jacobi equations
DOI: 10.1049/IET-CTA.2019.0397
description: scientific article; zbMATH DE number 7907115