Variational Inverse Control with Events: A General Framework for Data-Driven Reward Definition

Justin Fu, Avi Singh, Dibya Ghosh +2

The design of a reward function often poses a major practical challenge to real-world applications of reinforcement learning. Approaches such as inverse reinforcement learning atte…