Pierre Clavier

According to our database, Pierre Clavier authored at least 12 papers between 2020 and 2025.

Collaborative distances:

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

2025

ShiQ: Bringing back Bellman to LLMs.

Pierre Clavier, Nathan Grinsztajn, Raphaël Avalos, Yannis Flet-Berliac, Irem Ergün, Omar Darwiche Domingues, Eugene Tarassov, Olivier Pietquin, Pierre H. Richemond, Florian Strub, Matthieu Geist

CoRR, May, 2025

Command A: An Enterprise-Ready Large Language Model.

Aakanksha, Arash Ahmadian, Marwan Ahmed, Jay Alammar, Milad Alizadeh, Yazeed Alnumay, Sophia Althammer, Arkady Arkhangorodsky, Viraat Aryabumi, Dennis Aumiller, Raphaël Avalos, Zahara Aviv, Sammie Bae, Saurabh Baji, Alexandre Barbet, Max Bartolo, Björn Bebensee, Neeral Beladia, Walter Beller-Morales, Alexandre Bérard, Andrew Berneshawi, Anna Bialas, Phil Blunsom, Matt Bobkin, Adi Bongale, Sam Braun, Maxime Brunet, Samuel Cahyawijaya, David Cairuz, Jon Ander Campos, Cassie Cao, Kris Cao, Roman Castagné, Julián Cendrero, Leila Chan Currie, Yash Chandak, Diane Chang, Giannis Chatziveroglou, Hongyu Chen, Claire Cheng, Alexis Chevalier, Justin T. Chiu, Eugene Choi, Eujeong Choi, Tim Chung, Volkan Cirik, Ana Cismaru, Pierre Clavier, Henry Conklin, Lucas Crawhall-Stein, Devon Crouse, Felipe Cruz-Salinas, Ben Cyrus, Daniel D'souza, Hugo Dalla-Torre, John Dang, William Darling, Omar Darwiche Domingues, Saurabh Dash, Antoine Debugne, Théo Dehaze, Shaan Desai, Joan Devassy, Rishit Dholakia, Kyle Duffy, Ali Edalati, Ace Eldeib, Abdullah Elkady, Sarah Elsharkawy, Irem Ergün, Beyza Ermis, Marzieh Fadaee, Boyu Fan, Lucas Fayoux, Yannis Flet-Berliac, Nick Frosst, Matthias Gallé, Wojciech Galuba, Utsav Garg, Matthieu Geist, Mohammad Gheshlaghi Azar, Ellen Gilsenan-McMahon, Seraphina Goldfarb-Tarrant, Tomas Goldsack, Aidan N. Gomez, Victor Machado Gonzaga, Nithya Govindarajan, Manoj Govindassamy, Nathan Grinsztajn, Nikolas Gritsch, Patrick Gu, Shangmin Guo, Kilian Haefeli, Rod Hajjar, Tim Hawes, Jingyi He, Sebastian Hofstätter, Sungjin Hong

CoRR, April, 2025

2024

Robust Reinforcement Learning: Theory and Practice. (Apprentissage par renforcement robuste: théorie et pratique).

Pierre Clavier

PhD thesis, 2024

RRLS : Robust Reinforcement Learning Suite.

Adil Zouitine, David Bertoin, Pierre Clavier, Matthieu Geist, Emmanuel Rachelson

CoRR, 2024

Bootstrapping Expectiles in Reinforcement Learning.

Pierre Clavier, Emmanuel Rachelson, Erwan Le Pennec, Matthieu Geist

CoRR, 2024

Towards Minimax Optimality of Model-based Robust Reinforcement Learning.

Pierre Clavier, Erwan Le Pennec, Matthieu Geist

Proceedings of the Uncertainty in Artificial Intelligence, 2024

Time-Constrained Robust MDPs.

Adil Zouitine, David Bertoin, Pierre Clavier, Matthieu Geist, Emmanuel Rachelson

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Near-Optimal Distributionally Robust Reinforcement Learning with General $L_p$ Norms.

Pierre Clavier, Laixi Shi, Erwan Le Pennec, Eric Mazumdar, Adam Wierman, Matthieu Geist

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

VITS : Variational Inference Thompson Sampling for contextual bandits.

Pierre Clavier, Tom Huix, Alain Oliviero Durmus

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

VITS : Variational Inference Thomson Sampling for contextual bandits.

Pierre Clavier, Tom Huix, Alain Durmus

CoRR, 2023

2022

Robust Reinforcement Learning with Distributional Risk-averse formulation.

Pierre Clavier, Stéphanie Allassonnière, Erwan Le Pennec

CoRR, 2022

2020

Gaussian Sum-Product Networks Learning in the Presence of Interval Censored Data.

Pierre Clavier, Olivier Bouaziz, Grégory Nuel

Proceedings of the International Conference on Probabilistic Graphical Models, 2020