Jinsheng Yang

Lifelong Multi-Agent Path Finding Based on Reinforcement Learning and GPU

Lifelong Multi-Agent Path Finding (LMAPF) is vital for logistics and production as automation scales. Existing real-time methods rely on distributed, learning-based frameworks but often depend on search-based single-agent planners, creating time bottlenecks. They also use complex communication struc