Mathieu Rita

According to our database, Mathieu Rita authored at least 9 papers between 2020 and 2026.

Collaborative distances:

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

2026

Gaia2: Benchmarking LLM Agents on Dynamic and Asynchronous Environments.

Romain Froger, Pierre Andrews, Matteo Bettini, Amar Budhiraja, Ricardo Silveira Cabral, Virginie Do, Emilien Garreau, Jean-Baptiste Gaya, Hugo Laurençon, Maxime Lecanu, Kunal Malkan, Dheeraj Mekala, Pierre Ménard, Gerard Moreno-Torres Bertran, Ulyana Piterbarg, Mikhail Plekhanov, Mathieu Rita, Andrey Rusakov, Vladislav Vorotilov, Mengjue Wang, Ian Yu, Amine Benhalloum, Grégoire Mialon, Thomas Scialom

CoRR, February, 2026

2025

ARE: Scaling Up Agent Environments and Evaluations.

Pierre Andrews, Amine Benhalloum, Gerard Moreno-Torres Bertran, Matteo Bettini, Amar Budhiraja, Ricardo Silveira Cabral, Virginie Do, Romain Froger, Emilien Garreau, Jean-Baptiste Gaya, Hugo Laurençon, Maxime Lecanu, Kunal Malkan, Dheeraj Mekala, Pierre Ménard, Grégoire Mialon, Ulyana Piterbarg, Mikhail Plekhanov, Mathieu Rita, Andrey Rusakov, Thomas Scialom, Vladislav Vorotilov, Mengjue Wang, Ian Yu

CoRR, September, 2025

2024

Language Evolution with Deep Learning.

Mathieu Rita, Paul Michel, Rahma Chaabouni, Olivier Pietquin, Emmanuel Dupoux, Florian Strub

CoRR, 2024

Countering Reward Over-Optimization in LLM with Demonstration-Guided Reinforcement Learning.

Mathieu Rita, Florian Strub, Rahma Chaabouni, Paul Michel, Emmanuel Dupoux, Olivier Pietquin

Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023

Revisiting Populations in multi-agent Communication.

Paul Michel, Mathieu Rita, Kory Wallace Mathewson, Olivier Tieleman, Angeliki Lazaridou

Proceedings of the Eleventh International Conference on Learning Representations, 2023

On the Correspondence between Compositionality and Imitation in Emergent Neural Communication.

Emily Cheng, Mathieu Rita, Thierry Poibeau

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022

Emergent Communication: Generalization and Overfitting in Lewis Games.

Mathieu Rita, Corentin Tallec, Paul Michel, Jean-Bastien Grill, Olivier Pietquin, Emmanuel Dupoux, Florian Strub

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

On the role of population heterogeneity in emergent communication.

Mathieu Rita, Florian Strub, Jean-Bastien Grill, Olivier Pietquin, Emmanuel Dupoux

Proceedings of the Tenth International Conference on Learning Representations, 2022

2020

"LazImpa": Lazy and Impatient neural agents learn to communicate efficiently.

Mathieu Rita, Rahma Chaabouni, Emmanuel Dupoux

Proceedings of the 24th Conference on Computational Natural Language Learning, 2020