Jean-Baptiste Gaya

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 8

Top Topics

Pareto Optimality

Reinforcement Learning

Expected Utility

Top Venues

Publications

Alexandre Ramé, Guillaume Couairon, Corentin Dancette, Jean-Baptiste Gaya, Mustafa Shukor, Laure Soulier, Matthieu Cord
Rewarded soups: towards Pareto-optimal alignment by interpolating weights fine-tuned on diverse rewards. NeurIPS (2023)
Alexandre Ramé, Guillaume Couairon, Mustafa Shukor, Corentin Dancette, Jean-Baptiste Gaya, Laure Soulier, Matthieu Cord
Rewarded soups: towards Pareto-optimal alignment by interpolating weights fine-tuned on diverse rewards. CoRR (2023)
Youssef Benchekroun, Megi Dervishi, Mark Ibrahim, Jean-Baptiste Gaya, Xavier Martinet, Grégoire Mialon, Thomas Scialom, Emmanuel Dupoux, Dieuwke Hupkes, Pascal Vincent
WorldSense: A Synthetic Benchmark for Grounded Reasoning in Large Language Models. CoRR (2023)
Jean-Baptiste Gaya, Thang Doan, Lucas Caccia, Laure Soulier, Ludovic Denoyer, Roberta Raileanu
Building a Subspace of Policies for Scalable Continual Learning. ICLR (2023)
Jean-Baptiste Gaya, Laure Soulier, Ludovic Denoyer
Learning a subspace of policies for online adaptation in Reinforcement Learning. ICLR (2022)
Jean-Baptiste Gaya, Thang Doan, Lucas Caccia, Laure Soulier, Ludovic Denoyer, Roberta Raileanu
Building a Subspace of Policies for Scalable Continual Learning. CoRR (2022)
Jean-Baptiste Gaya, Laure Soulier, Ludovic Denoyer
Learning a subspace of policies for online adaptation in Reinforcement Learning. CoRR (2021)
Ludovic Denoyer, Alfredo De la Fuente, Song Duong, Jean-Baptiste Gaya, Pierre-Alexandre Kamienny, Daniel H. Thompson
SaLinA: Sequential Learning of Agents. CoRR (2021)