Joint Inference of Reward Machines and Policies for Reinforcement Learning

Zhe Xu, Ivan Gavran, Yousef Ahmad +4

Incorporating high-level knowledge is an effective way to expedite reinforcement learning (RL), especially for complex tasks with sparse rewards. We investigate an RL problem where…