Cooperative Pursuit with Multi-Pursuer and One Faster Free-moving Evader
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Abstract (arXiv)
This paper addresses a multi-pursuer single-evader pursuit-evasion game where the free-moving evader moves faster than the pursuers. Most of the existing works impose constraints on the faster evader such as limited moving area and moving direction. When the faster evader is allowed to move freely without any constraint, the main issues are how to form an encirclement to trap the evader into the capture domain, how to balance between forming an encirclement and approaching the faster evader, and what conditions make the capture possible. In this paper, a distributed pursuit algorithm is proposed to enable pursuers to form an encirclement and approach the faster evader. An algorithm that balances between forming an encirclement and approaching the faster evader is proposed. Moreover, sufficient capture conditions are derived based on the initial spatial distribution and the speed ratios of the pursuers and the evader. Simulation and experimental results on ground robots validate the effectiveness and practicability of the proposed method.
Key facts. Cited by 8 papers in the map (data through 13 Oct 2026). First posted on arXiv 14 Jan 2020.
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Citing papers per year: 2022: 1; 2023: 3; 2024: 2; 2025: 2.
8 papers.
- 2022Multi-robot Cooperative Pursuit via Potential Field-Enhanced Reinforcement Learningcited by 8
- 2023Learning Multi-Pursuit Evasion for Safe Targeted Navigation of Dronescited by 8
- 2024Online Planning for Multi-UAV Pursuit-Evasion in Unknown Environments Using Deep Reinforcement Learningcited by 3
- 2023A Dual Curriculum Learning Framework for Multi-UAV Pursuit-Evasion in Diverse Environmentscited by 1
- 2025Learned Controllers for Agile Quadrotors in Pursuit-Evasion Gamescited by 1
- 2023Intelligent Escape of Robotic Systems: A Survey of Methodologies, Applications, and Challengescited by 0
- 2024Multi-Robot Pursuit in Parameterized Formation via Imitation Learningcited by 0
- 2025ARBoids: Adaptive Residual Reinforcement Learning With Boids Model for Cooperative Multi-USV Target Defensecited by 0
- 2025Learned Controllers for Agile Quadrotors in Pursuit-Evasion Games3 Jun 2025
- 2025ARBoids: Adaptive Residual Reinforcement Learning With Boids Model for Cooperative Multi-USV Target Defense25 Feb 2025
- 2024Multi-Robot Pursuit in Parameterized Formation via Imitation Learning31 Oct 2024
- 2024Online Planning for Multi-UAV Pursuit-Evasion in Unknown Environments Using Deep Reinforcement Learning24 Sep 2024
- 2023A Dual Curriculum Learning Framework for Multi-UAV Pursuit-Evasion in Diverse Environments19 Dec 2023
- 2023Intelligent Escape of Robotic Systems: A Survey of Methodologies, Applications, and Challenges23 Oct 2023
- 2023Learning Multi-Pursuit Evasion for Safe Targeted Navigation of Drones7 Apr 2023
- 2022Multi-robot Cooperative Pursuit via Potential Field-Enhanced Reinforcement Learning9 Mar 2022