Learning Reward Machines from Partially Observed Policies

Mohamad Louai Shehab, Antoine Aspeel, Necmiye Ozay

Inverse reinforcement learning is the problem of inferring a reward function from an optimal policy or demonstrations by an expert. In this work, it is assumed that the reward is e…