Distributed On-line Learning in Swarm Robotics with Limited Communication Bandwidth. - Nicolas Fontbonne; Olivier Dauchot; Nicolas Bredèche (CEC, 2020)

Reinforcement learning with rare significant events: direct policy search vs. gradient policy search. - Paul Ecoffet; Nicolas Fontbonne; Jean-Baptiste André; Nicolas Bredèche (GECCO Companion, 2021)

Policy Search with Rare Significant Events: Choosing the Right Partner to Cooperate with. - Paul Ecoffet; Nicolas Fontbonne; Jean-Baptiste André; Nicolas Bredèche (CoRR, 2021)

Cooperative Co-evolution and Adaptive Team Composition for a Multi-rover Resource Allocation Problem. - Nicolas Fontbonne; Nicolas Maudet; Nicolas Bredèche (EuroGP, 2022)

Adaptive Team Cooperative Co-Evolution for a Multi-Rover Distribution Problem. - Nicolas Fontbonne; Nicolas Maudet; Nicolas Bredèche (GECCO, 2023)

Individual and group learning dynamics in evolutionary collective robotics. (Dynamique d'apprentissage individuel et collectif pour la robotique collective évolutionnaire). - Nicolas Fontbonne (2023)