Macfarlane, Matthew

5 publications

NeurIPS 2025 Searching Latent Program Spaces Matthew Macfarlane, Clément Bonnet

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

NeurIPSW 2023 Cooperative Logistics: Can Artificial Intelligence Enable Trustworthy Cooperation at Scale? Stephen Mak, Tim Pearce, Matthew Macfarlane, Liming Xu, Michael Ostroumov, Alexandra Brintrup

NeurIPSW 2022 Training Graph Neural Networks with Policy Gradients to Perform Tree Search Matthew Macfarlane, Diederik M Roijers, Herke van Hoof