Tiered Reward: Designing Rewards for Specification and Fast Learning of Desired Behavior

Zhiyuan Zhou, Shreyas Sundara Raman, Henry Sowerby +1

Reinforcement-learning agents seek to maximize a reward signal through environmental interactions. As humans, our job in the learning process is to design reward functions to expre…