Learning Nonlinear Causal Reductions to Explain Reinforcement Learning Policies

Armin Kekić, Jan Schneider, Dieter Büchler +2

Why do reinforcement learning (RL) policies fail or succeed? This is a challenging question due to the complex, high-dimensional nature of agent-environment interactions. In this w…