DMM Improves Multi-Agent Pathfinding via Iterative Intent Denoising
September 24, 2026
Decentralized Master-Mind (DMM) replaces one-shot action sampling in multi-agent pathfinding with an iterative refinement process inspired by diffusion denoising. This prevents agents from combining locally valid actions into incompatible joint actions under partial observability.
HOW THIS AFFECTS YOU
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researcherThis provides a new mechanism for coordination in decentralized multi-agent systems using denoising principles.