Alexandre Laterre

Head of research, Research, InstaDeep

Joined

November 2017

Names

Alexandre Laterre

Alex Laterre

Emails

****@gmail.com (Confirmed)

****@instadeep.com (Confirmed)

Personal Links

Google Scholar

DBLP

ORCID

Career & Education History

head of research

Research, InstaDeep (instadeep.com)

2019 – Present

Research Engineer

Research, InstaDeep (instadeep.com)

2017 – 2019

Advisors, Relations & Conflicts

No relations added

Expertise

Reinforcement Learning

Present

Model-Based Reinforcement Learning

Present

Meta-Gradient Reinforcement Learning

Present

Generative Models

Present

Publications

Protein sequence modelling with Bayesian flow networks
Timothy Atkinson, Thomas D Barrett, Scott Alexander Cameron, Bora Guloglu, Matthew Greenig, Charlie B. Tan, Louis Robinson, Alex Graves, Liviu Copoiu, Alexandre Laterre
- Nature Communications
- Readers: Everyone
A foundational large language model for edible plant genomes
Javier Mendoza-Revilla, Evan Trop, Liam Gonzalez, Maša Roller, Hugo Dalla-torre, Bernardo P de Almeida, Guillaume Richard, Jonathan Caton, Nicolas Lopez Carranza, Marcin J. Skwark, Alexandre Laterre, Karim Beguir, Thomas PIERROT, Marie Lopez
- communications biology
- Readers: Everyone
ChatNT: A Multimodal Conversational Agent for DNA, RNA and Protein Tasks
Guillaume Richard, Bernardo P de Almeida, Hugo Dalla-torre, Christopher Blum, Lorenz Hexemer, Priyanka Pandey, Stefan Laurent, Marie Lopez, Alexandre Laterre, Maren Lang, Ugur Sahin, Karim Beguir, Thomas PIERROT
- BioArxiv
- Readers: Everyone
SegmentNT: annotating the genome at single-nucleotide resolution with DNA foundation models
Bernardo P de Almeida, Hugo Dalla-torre, Guillaume Richard, Christopher Blum, Lorenz Hexemer, Maxence Gélard, Javier Mendoza-Revilla, Priyanka Pandey, Stefan Laurent, Marie Lopez, Alexandre Laterre, Maren Lang, Ugur Sahin, Karim Beguir, Thomas PIERROT
- BioArxiv
- Readers: Everyone
SMX: Sequential Monte Carlo Planning for Expert Iteration
Edan Toledo, Matthew Macfarlane, Donal John Byrne, Siddarth Singh, Paul Duckworth, Alexandre Laterre
- FoRLaC Poster
- Readers: Everyone
SPO: Sequential Monte Carlo Policy Optimisation
Matthew Macfarlane, Edan Toledo, Donal John Byrne, Paul Duckworth, Alexandre Laterre
- NeurIPS 2024 poster
- Readers: Everyone
Jumanji: a Diverse Suite of Scalable Reinforcement Learning Environments in JAX
Clément Bonnet, Daniel Luo, Donal John Byrne, Shikha Surana, Sasha Abramowitz, Paul Duckworth, Vincent Coyette, Laurence Illing Midgley, Elshadai Tegegn, Tristan Kalloniatis, Omayma Mahjoub, Matthew Macfarlane, Andries Petrus Smit, Nathan Grinsztajn, Raphael Boige, Cemlyn Neil Waters, Mohamed Ali Ali Mimouni, Ulrich Armel Mbou Sob, Ruan John de Kock, Siddarth Singh et al. (4 additional authors not shown)
- ICLR 2024 poster
- Readers: Everyone
Combinatorial Optimization with Policy Adaptation using Latent Space Search
Felix Chalumeau, Shikha Surana, Clément Bonnet, Nathan Grinsztajn, Arnu Pretorius, Alexandre Laterre, Thomas D Barrett
- NeurIPS 2023 poster
- Readers: Everyone
Debiasing Meta-Gradient Reinforcement Learning by Learning the Outer Value Function
Clément Bonnet, Laurence Illing Midgley, Alexandre Laterre
- Published: 21 Oct 2022, Last Modified: 15 Feb 2026
- NeurIPS 2022 Workshop MetaLearn Poster
- Readers: Everyone
One Step at a Time: Pros and Cons of Multi-Step Meta-Gradient Reinforcement Learning
Clément Bonnet, Paul Caron, Thomas D Barrett, Ian Davies, Alexandre Laterre
- Published: 10 Dec 2021, Last Modified: 05 May 2023
- NeurIPS 2021 Workshop MetaLearn Poster
- Readers: Everyone

View all 19 publications

Co-Authors

View all 88 co-authors