TRAM: Test-Time Risk Adaptation with Mixture of Agents

Mohamad Fares El Hajj Chehade, Amrit Singh Bedi, Amy Zhang +1

Deployed reinforcement learning agents often face safety requirements that are specified only after training, such as new hazard maps, revised risk thresholds, or behavioral alignm…