Bad-Policy Density: A Measure of Reinforcement Learning Hardness

David Abel, Cameron Allen, Dilip Arumugam +3

Reinforcement learning is hard in general. Yet, in many specific environments, learning is easy. What makes learning easy in one environment, but difficult in another? We address t…