A novel optimal bipartite consensus control scheme for unknown multi-agent systems via model-free reinforcement learning
DOI10.1016/j.amc.2019.124821zbMath1433.93008OpenAlexW2986211651WikidataQ126833306 ScholiaQ126833306MaRDI QIDQ2287561
Zhinan Peng, Kaibo Shi, Jiuke Huang, Rui Huang, Jiangping Hu, Rui Luo, Bijoy Kumar Ghosh
Publication date: 21 January 2020
Published in: Applied Mathematics and Computation (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1016/j.amc.2019.124821
reinforcement learningmulti-agent systemsmodel-freecoopetition networkoptimal bipartite consensus control
Small world graphs, complex networks (graph-theoretic aspects) (05C82) Dynamic programming in optimal control and differential games (49L20) Discrete-time control/observation systems (93C55) Decentralized systems (93A14) Control/observation systems governed by ordinary differential equations (93C15)
Related Items (13)
Cites Work
- Robust adaptive dynamic programming for linear and nonlinear systems: an overview
- Emergent collective behaviors on coopetition networks
- Model-free event-triggered control algorithm for continuous-time linear systems with optimal performance
- Tracking control for multi-agent consensus with an active leader and variable topology
- Global target aggregation and state agreement of nonlinear multi-agent systems with switching topologies
- Fault-tolerant synchronization control for complex dynamical networks with semi-Markov jump topology
- A novel actor-critic-identifier architecture for approximate optimal control of uncertain nonlinear systems
- Data-driven optimal tracking control of discrete-time multi-agent systems with two-stage policy iteration algorithm
- New reliable nonuniform sampling control for uncertain chaotic neural networks under Markov switching topologies
- Guaranteed cost consensus for second-order multi-agent systems with heterogeneous inertias
- Multi-agent discrete-time graphical games and reinforcement learning solutions
- Adaptive bipartite consensus on coopetition networks
- Optimal control of unknown nonaffine nonlinear discrete-time systems based on adaptive dynamic programming
- Nearly optimal control laws for nonlinear systems with saturating actuators using a neural network HJB approach
- Bipartite output consensus in networked multi-agent systems of high-order power integrators with signed digraph and input noises
- Interval Bipartite Consensus of Networked Agents Associated With Signed Digraphs
- UAV Formation Control: Theory and Application
- Navigation strategies for multiple autonomous mobile robots moving in formation
- Adaptive bipartite consensus control of high‐order multiagent systems on coopetition networks
- Consensus Problems in Networks of Agents With Switching Topology and Time-Delays
- Consensus seeking in multiagent systems under dynamically changing interaction topologies
- Consensus Problems on Networks With Antagonistic Interactions
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