Mathieu Rita

14 papers A* 3B 1Journal 8Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Gaia2: Benchmarking LLM Agents on Dynamic and Asynchronous Environments.
CoRR
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
2025 J jnl
ARE: Scaling Up Agent Environments and Evaluations.
CoRR
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
2024 — conf
Countering Reward Over-Optimization in LLM with Demonstration-Guided Reinforcement Learning.
ACL (Findings)
Mathieu Rita, Florian Strub, Rahma Chaabouni, Paul Michel, Emmanuel Dupoux, Olivier Pietquin
2024 J jnl
Countering Reward Over-optimization in LLM with Demonstration-Guided Reinforcement Learning.
CoRR
Mathieu Rita, Florian Strub, Rahma Chaabouni, Paul Michel, Emmanuel Dupoux, Olivier Pietquin
2024 J jnl
Language Evolution with Deep Learning.
CoRR
Mathieu Rita, Paul Michel, Rahma Chaabouni, Olivier Pietquin, Emmanuel Dupoux, Florian Strub
2023 — conf
On the Correspondence between Compositionality and Imitation in Emergent Neural Communication.
ACL (Findings)
Emily Cheng, Mathieu Rita, Thierry Poibeau
2023 J jnl
On the Correspondence between Compositionality and Imitation in Emergent Neural Communication.
CoRR
Emily Cheng, Mathieu Rita, Thierry Poibeau
2023 A* conf
Revisiting Populations in multi-agent Communication.
ICLR
Paul Michel, Mathieu Rita, Kory Wallace Mathewson, Olivier Tieleman, Angeliki Lazaridou
2022 A* conf
Emergent Communication: Generalization and Overfitting in Lewis Games.
NeurIPS
Mathieu Rita, Corentin Tallec, Paul Michel, Jean-Bastien Grill, Olivier Pietquin, Emmanuel Dupoux, Florian Strub
2022 J jnl
Emergent Communication: Generalization and Overfitting in Lewis Games.
CoRR
Mathieu Rita, Corentin Tallec, Paul Michel, Jean-Bastien Grill, Olivier Pietquin, Emmanuel Dupoux, Florian Strub
2022 A* conf
On the role of population heterogeneity in emergent communication.
ICLR
Mathieu Rita, Florian Strub, Jean-Bastien Grill, Olivier Pietquin, Emmanuel Dupoux
2022 J jnl
On the role of population heterogeneity in emergent communication.
CoRR
Mathieu Rita, Florian Strub, Jean-Bastien Grill, Olivier Pietquin, Emmanuel Dupoux
2020 B conf
"LazImpa": Lazy and Impatient neural agents learn to communicate efficiently.
CoNLL
Mathieu Rita, Rahma Chaabouni, Emmanuel Dupoux
2020 J jnl
"LazImpa": Lazy and Impatient neural agents learn to communicate efficiently.
CoRR
Mathieu Rita, Rahma Chaabouni, Emmanuel Dupoux