Joint Intrinsic Motivation for Coordinated Exploration in Multi-Agent Deep Reinforcement Learning. - Maxime Toquebiau; Nicolas Bredèche; Faïz Ben Amar; Jae-Yun Jun (AAMAS, 2024)

Signaling and Social Learning in Swarms of Robots. - Leo Cazenille; Maxime Toquebiau; Nicolas Lobato-Dauzier; Alessia Loi; Loona Macabre; Nathanaël Aubert-Kato; Anthony J. Genot; Nicolas Bredèche (CoRR, 2024)

Improving Cooperation in Multi-agent Deep Reinforcement Learning for Mobile Robotics. (Apprentissage par renforcement profond pour les systèmes multi-agents appliqué à la robotique mobile). - Maxime Toquebiau (2024)

Towards Language-Augmented Multi-Agent Deep Reinforcement Learning. - Maxime Toquebiau; Jae-Yun Jun; Faïz BenAmar; Nicolas Bredèche (CoRR, 2025)