Abstract Reward Processes: Leveraging State Abstraction for Consistent Off-Policy Evaluation

Shreyas Chaudhari, Ameet Deshpande, Bruno Castro da Silva +1

Evaluating policies using off-policy data is crucial for applying reinforcement learning to real-world problems such as healthcare and autonomous driving. Previous methods for off-…