Hello! I'm a PhD student at the University of Geneva working with François Fleuret. I'm particularly interested in reinforcement learning and world models.

Selected Papers

Diffusion for World Modeling: Visual Details Matter in Atari (DIAMOND)
Eloi Alonso*, Adam Jelley*, Vincent Micheli, Anssi Kanervisto, Amos Storkey, Tim Pearce, François Fleuret
NeurIPS 2024 (spotlight)
 Paper   Code    Atari    CS:GO    Cite
Efficient World Models with Context-Aware Tokenization (Δ-IRIS)
Vincent Micheli*, Eloi Alonso*, François Fleuret
ICML 2024
 Paper   Code    Twitter    Cite
Transformers are Sample-Efficient World Models (IRIS)
Vincent Micheli*, Eloi Alonso*, François Fleuret
ICLR 2023 (oral), DRLW 2022 (best paper award)
 Paper   Code    Cite
Deep Reinforcement Learning for Navigation in AAA Video Games
Eloi Alonso*, Maxim Peter*, David Goumard, Joshua Romoff
IJCAI 2021, RWRL 2020 (spotlight)
 Paper    Video presentation    Blog    Cite
Adversarial Generation of Handwritten Text Images Conditioned on Sequences
Eloi Alonso, Bastien Moysset, Ronaldo Messina
ICDAR 2019
 Paper    Cite

Contact

Email: first.last@unige.ch