LLMDR: LLM-Driven Deadlock Detection and Resolution in Multi-Agent Pathfinding

Seungbae Seo, Junghwan Kim, Minjeong Shin +1

Multi-Agent Pathfinding (MAPF) is a core challenge in multi-agent systems. Existing learning-based MAPF methods often struggle with scalability, particularly when addressing comple…