Corentin Léger

According to our database, Corentin Léger authored at least 7 papers between 2024 and 2025.

Collaborative distances:

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

2025

LLMs as In-Context Meta-Learners for Model and Hyperparameter Selection.

Youssef Attia El Hili, Albert Thomas, Malik Tiomoko, Abdelhakim Benechehab, Corentin Léger, Corinne Ancourt, Balázs Kégl

CoRR, October, 2025

From Data to Rewards: a Bilevel Optimization Perspective on Maximum Likelihood Estimation.

Abdelhakim Benechehab, Gabriel Singer, Corentin Léger, Youssef Attia El Hili, Giuseppe Paolo, Albert Thomas, Maurizio Filippone, Balázs Kégl

CoRR, October, 2025

Optimizing for Persuasion Improves LLM Generalization: Evidence from Quality-Diversity Evolution of Debate Strategies.

Aksel Joonas Reedi, Corentin Léger, Julien Pourcel, Loris Gaven, Perrine Charriau, Guillaume Pourcel

CoRR, October, 2025

When LLMs Play the Telephone Game: Cultural Attractors as Conceptual Tools to Evaluate LLMs in Multi-turn Settings.

Jérémy Perez, Grgur Kovac, Corentin Léger, Cédric Colas, Gaia Molinaro, Maxime Derex, Pierre-Yves Oudeyer, Clément Moulin-Frier

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

When LLMs Play the Telephone Game: Cumulative Changes and Attractors in Iterated Cultural Transmissions.

Jérémy Perez, Corentin Léger, Grgur Kovac, Cédric Colas, Gaia Molinaro, Maxime Derex, Pierre-Yves Oudeyer, Clément Moulin-Frier

CoRR, 2024

Cultural evolution in populations of Large Language Models.

Jérémy Perez, Corentin Léger, Marcela Ovando Tellez, Chris Foulon, Joan Dussauld, Pierre-Yves Oudeyer, Clément Moulin-Frier

CoRR, 2024

Evolving Reservoirs for Meta Reinforcement Learning.

Corentin Léger, Gautier Hamon, Eleni Nisioti, Xavier Hinaut, Clément Moulin-Frier

Proceedings of the Applications of Evolutionary Computation - 27th European Conference, 2024