Zero-Incentive Dynamics: a look at reward sparsity through the lens of unrewarded subgoals

Yannick Molinghen, Tom Lenaerts

This work re-examines the commonly held assumption that the frequency of rewards is a reliable measure of task difficulty in reinforcement learning. We identify and formalize a str…