2025
Approximating Shapley Explanations in Reinforcement Learning
NeurIPS 2025poster
Reinforcement learning has achieved remarkable success in complex decision-making environments, yet its lack of transparency limits its deployment in practice, especially in safety-critical settings. Shapley values from cooperative game theory provide a principled framework for explaining reinforcem…