1 code implementation • 4 Oct 2021 • Alexandre Heuillet, Fabien Couthouis, Natalia Díaz-Rodríguez
This study proposes a novel approach to explain cooperative strategies in multiagent RL using Shapley values, a game theory concept used in XAI that successfully explains the rationale behind decisions taken by Machine Learning algorithms.
no code implementations • 15 Aug 2020 • Alexandre Heuillet, Fabien Couthouis, Natalia Díaz-Rodríguez
A large set of the explainable Artificial Intelligence (XAI) literature is emerging on feature relevance techniques to explain a deep neural network (DNN) output or explaining models that ingest image source data.
Explainable artificial intelligence Explainable Artificial Intelligence (XAI) +2