Duckworth, Paul
16 publications
NeurIPSW
2024
Bayesian Optimization for Protein Sequence Design: Back to Simplicity with Gaussian Processes
ICMLW
2024
Likelihood-Based Fine-Tuning of Protein Language Models for Few-Shot Fitness Prediction and Design
ICMLW
2024
Likelihood-Based Fine-Tuning of Protein Language Models for Few-Shot Fitness Prediction and Design
NeurIPSW
2023
Are We Going MAD? Benchmarking Multi-Agent Debate Between Language Models for Medical Q&A
CoRL
2022
Bayesian Reinforcement Learning for Single-Episode Missions in Partially Unknown Environments
CoRL
2020
Time-Bounded Mission Planning in Time-Varying Domains with Semi-MDPs and Gaussian Processes