Safe and Generalizable Hierarchical Multi-Agent RL via Constraint Manifold Control

Zihao Guo, Jianing Zhao, Ling Li +3

Multi-agent systems are widely used in safety-critical applications that require coordinated behavior under strict safety constraints. Existing approaches face a fundamental trade-…