DEEDEE: Fast and Scalable Out-of-Distribution Dynamics Detection

Tala Aljaafari, Varun Kanade, Philip Torr +1

Deploying reinforcement learning (RL) in safety-critical settings is constrained by brittleness under distribution shift. We study out-of-distribution (OOD) detection for RL time s…