jinjun cai

SARL: Structure-Aligned Reinforcement Learning for Bridging the Perception-Action Gap in Airspace

Multi-Agent Reinforcement Learning (MARL) has been widely applied to automated aircraft conflict resolution due to its strong capability for cooperative control and distributed decision-making. However, existing approaches typically assume a fixed number of aircraft and neglect the unique characteri…