STACHE: Local Black-Box Explanations for Reinforcement Learning Policies

Andrew Elashkin, Orna Grumberg

Reinforcement learning agents often behave unexpectedly in sparse-reward or safety-critical environments, creating a strong need for reliable debugging and verification tools. In t…