Understanding the Evolution of Linear Regions in Deep Reinforcement Learning

Setareh Cohan, Nam Hee Kim, David Rolnick +1

Policies produced by deep reinforcement learning are typically characterised by their learning curves, but they remain poorly understood in many other respects. ReLU-based policies…