Iterative Reward Shaping using Human Feedback for Correcting Reward Misspecification

Jasmina Gajcin, James McCarthy, Rahul Nair +3

A well-defined reward function is crucial for successful training of an reinforcement learning (RL) agent. However, defining a suitable reward function is a notoriously challenging…