Query The Agent: Improving sample efficiency through epistemic uncertainty estimation

Julian Alverio, Boris Katz, Andrei Barbu

Curricula for goal-conditioned reinforcement learning agents typically rely on poor estimates of the agent's epistemic uncertainty or fail to consider the agents' epistemic uncerta…