2022
Training Characteristic Functions with Reinforcement Learning: XAI-methods play Connect Four
ICML 2022oral
Characteristic functions (from cooperative game theory) are able to evaluate partial inputs and form the basis for attribution methods like Shapley values. These attribution methods allow us to measure how important each input component is for the function output—one of the goals of explainable AI (…