Breaking the Epistemic Trap: Active Perception Under Compound Uncertainty

Chayan Banerjee, Ethan Goan

Deploying reinforcement learning in safety critical domains, from autonomous vehicles to medical decision support, is constrained by failures arising when systems encounter unfamil…