Universal Value Density Estimation for Imitation Learning and Goal-Conditioned Reinforcement Learning

Yannick Schroecker, Charles Isbell

This work considers two distinct settings: imitation learning and goal-conditioned reinforcement learning. In either case, effective solutions require the agent to reliably reach a…