Emergent behaviors in multiagent pursuit evasion games within a bounded 2D grid world

Abstract This study investigates emergent behaviors in multi-agent pursuit-evasion games within a bounded 2D grid world, where both pursuers and evaders employ multi-agent reinforcement learning (MARL) algorithms to develop adaptive strategies. We define six fundamental pursuit actions—flank, engage...

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Bibliographic Details
Main Authors: Sihan Xu, Zhaohui Dang
Format: Article
Language:English
Published: Nature Portfolio 2025-08-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-025-15057-x
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