Branching improved deep Q networks for solving pursuit-evasion strategy solution of spacecraft

DOI10.3934/JIMO.2021016OpenAlexW3117191460MaRDI QIDQ2076388

Bingyan Liu, Xianzhou Dong, Lei Ni, Xiongbing Ye

Publication date: 16 February 2022

Published in: Journal of Industrial and Management Optimization (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.3934/jimo.2021016

zbMATH Keywords

differential gameorbital maneuverdeep Q networksorbital pursuit-evasion

Mathematics Subject Classification ID

Applications of game theory (91A80) Orbital mechanics (70M20) Positional games (pursuit and evasion, etc.) (91A24)

Cites Work

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• Viscosity solutions of Isaacs' equations and differential games with Lipschitz controls
• Algorithms for computing Nash equilibria in deterministic LQ games
• Optimal control problems with a continuous inequality constraint on the state and the control
• Numerical solution of a pursuit-evasion differential game involving two spacecraft in low earth orbit
• Multi-Agent Machine Learning
• Some Properties of Viscosity Solutions of Hamilton-Jacobi Equations
• Fuzzy identification of systems and its applications to modeling and control

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