Duckworth, Paul

16 publications

ICLR 2025 Metalic: Meta-Learning In-Context with Protein Language Models Jacob Beck, Shikha Surana, Manus McAuliffe, Oliver Bent, Thomas D Barrett, Juan Jose Garau-Luis, Paul Duckworth
NeurIPSW 2024 Bayesian Optimization for Protein Sequence Design: Back to Simplicity with Gaussian Processes Carolin Benjamins, Shikha Surana, Oliver Bent, Marius Lindauer, Paul Duckworth
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 Likelihood-Based Fine-Tuning of Protein Language Models for Few-Shot Fitness Prediction and Design Alex Hawkins-Hooker, Jakub Kmec, Oliver Bent, Paul Duckworth
ICMLW 2024 Likelihood-Based Fine-Tuning of Protein Language Models for Few-Shot Fitness Prediction and Design Alex Hawkins-Hooker, Jakub Kmec, Oliver Bent, Paul Duckworth
NeurIPSW 2024 Metalic: Meta-Learning In-Context with Protein Language Models Jacob Beck, Shikha Surana, Manus McAuliffe, Oliver Bent, Thomas D Barrett, Juan Jose Garau-Luis, Paul Duckworth
ICMLW 2024 Overconfident Oracles: Limitations of in Silico Sequence Design Benchmarking Shikha Surana, Nathan Grinsztajn, Timothy Atkinson, Paul Duckworth, Thomas D Barrett
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
ICML 2024 Should We Be Going MAD? a Look at Multi-Agent Debate Strategies for LLMs Andries Petrus Smit, Nathan Grinsztajn, Paul Duckworth, Thomas D Barrett, Arnu Pretorius
NeurIPSW 2023 Are We Going MAD? Benchmarking Multi-Agent Debate Between Language Models for Medical Q&A Andries Petrus Smit, Paul Duckworth, Nathan Grinsztajn, Kale-ab Tessera, Thomas D Barrett, Arnu Pretorius
CoRL 2022 Bayesian Reinforcement Learning for Single-Episode Missions in Partially Unknown Environments Matthew Budd, Paul Duckworth, Nick Hawes, Bruno Lacerda
CoRL 2020 Time-Bounded Mission Planning in Time-Varying Domains with Semi-MDPs and Gaussian Processes Paul Duckworth, Bruno Lacerda, Nick Hawes
IJCAI 2017 Grounding of Human Environments and Activities for Autonomous Robots Muhannad Al-Omari, Paul Duckworth, Nils Bore, Majd Hawasly, David C. Hogg, Anthony G. Cohn
AAAI 2017 Latent Dirichlet Allocation for Unsupervised Activity Analysis on an Autonomous Mobile Robot Paul Duckworth, Muhannad Al-Omari, James Charles, David C. Hogg, Anthony G. Cohn
AAAI 2017 Natural Language Acquisition and Grounding for Embodied Robotic Systems Muhannad Al-Omari, Paul Duckworth, David C. Hogg, Anthony G. Cohn