Provably Feedback-Efficient Reinforcement Learning via Active Reward Learning

Dingwen Kong, Lin F. Yang

An appropriate reward function is of paramount importance in specifying a task in reinforcement learning (RL). Yet, it is known to be extremely challenging in practice to design a…