Léo Saulières

According to our database, Léo Saulières authored at least 7 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

A Survey of Explainable Reinforcement Learning: Targets, Methods and Needs.

Léo Saulières

CoRR, July, 2025

2024

Explaining reinforcement learning. (Explication de l'apprentissage par renforcement).

Léo Saulières

PhD thesis, 2024

Backward explanation via redefinition of predicates.

Léo Saulières, Martin C. Cooper, Florence Dupin de Saint-Cyr

Proceedings of the 18èmes Journées d'Intelligence Artificielle Fondamentale et 19èmes Journées Francophones sur la Planification, 2024

Backward Explanations via Redefinition of Predicates.

Léo Saulières, Martin C. Cooper, Florence Dupin de Saint-Cyr

Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024

2023

Predicate-Based Explanation of a Reinforcement Learning Agent via Action Importance Evaluation.

Léo Saulières, Martin C. Cooper, Florence Dupin de Saint-Cyr

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2023

Predictive Explanations for and by Reinforcement Learning.

Léo Saulières, Martin C. Cooper, Florence Dupin de Saint-Cyr

Proceedings of the Agents and Artificial Intelligence - 15th International Conference, 2023

Reinforcement Learning Explained via Reinforcement Learning: Towards Explainable Policies through Predictive Explanation.

Léo Saulières, Martin C. Cooper, Florence Bannay

Proceedings of the 15th International Conference on Agents and Artificial Intelligence, 2023