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cs.AI2026
DRG-MAPPO: Hierarchical Dynamic Role-Graph Multi-Agent Reinforcement Learning for Cooperative Air Combat
Junlin Liu, Chengwei Li, Yang Gao +4
Multi-Agent Reinforcement Learning (MARL) has emerged as a pivotal paradigm for complex decision-making in autonomous systems and air combat. While MARL has demonstrated significan…
cs.AI2026
Evolutionary Enhanced Multi-Agent Reinforcement Learning for Cooperative Air Combat
Chengwei Li, Junlin Liu, Yang Gao
As modern air combat evolves toward beyond-visual-range (BVR) multi-aircraft cooperative engagements, autonomous decision-making for unmanned combat aerial vehicles (UCAVs) faces s…