Which Rewards Matter? Reward Selection for Reinforcement Learning under Limited Feedback

Shreyas Chaudhari, Renhao Zhang, Philip S. Thomas +1

The ability of reinforcement learning algorithms to learn effective policies is determined by the rewards available during training. However, for practical problems, obtaining larg…