Laterre, Alexandre

9 publications

ICLR 2024 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, Daniel Furelos-Blanco, Victor Le, Arnu Pretorius, Alexandre Laterre

ICMLW 2024 SMX: Sequential Monte Carlo Planning for Expert Iteration Edan Toledo, Matthew Macfarlane, Donal John Byrne, Siddarth Singh, Paul Duckworth, Alexandre Laterre

NeurIPS 2024 SPO: Sequential Monte Carlo Policy Optimisation Matthew V Macfarlane, Edan Toledo, Donal Byrne, Paul Duckworth, Alexandre Laterre

NeurIPS 2023 Combinatorial Optimization with Policy Adaptation Using Latent Space Search Felix Chalumeau, Shikha Surana, Clément Bonnet, Nathan Grinsztajn, Arnu Pretorius, Alexandre Laterre, Tom Barrett

AAAI 2023 Reinforcement Learning for Branch-and-Bound Optimisation Using Retrospective Trajectories Christopher W. F. Parsonson, Alexandre Laterre, Thomas D. Barrett

NeurIPSW 2022 Debiasing Meta-Gradient Reinforcement Learning by Learning the Outer Value Function Clément Bonnet, Laurence Illing Midgley, Alexandre Laterre

NeurIPSW 2021 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

NeurIPS 2020 A Game-Theoretic Analysis of Networked System Control for Common-Pool Resource Management Using Multi-Agent Reinforcement Learning Arnu Pretorius, Scott Cameron, Elan van Biljon, Thomas Makkink, Shahil Mawjee, Jeremy du Plessis, Jonathan Shock, Alexandre Laterre, Karim Beguir

NeurIPS 2019 Learning Compositional Neural Programs with Recursive Tree Search and Planning Thomas Pierrot, Guillaume Ligner, Scott E Reed, Olivier Sigaud, Nicolas Perrin, Alexandre Laterre, David Kas, Karim Beguir, Nando de Freitas