Domain-Level Explainability -- A Challenge for Creating Trust in Superhuman AI Strategies

no code implementations • 12 Nov 2020 • Jonas Andrulis, Ole Meyer, Grégory Schott, Samuel Weinbach, Volker Gruhn

For strategic problems, intelligent systems based on Deep Reinforcement Learning (DRL) have demonstrated an impressive ability to learn advanced solutions that can go far beyond human capabilities, especially when dealing with complex scenarios.

Explainable Artificial Intelligence (XAI)