Paul Duckworth
7 papers · 2017–2025 · 5 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (20) π£ Hot Topic Early Bird
π₯
Mega-Team Β· Squad
π
Triple Crown
π
Renaissance Researcher
(5)
β
The Questioner
Venues
Top co-authors
Research topics
Machine Learning
(6)
Artificial Intelligence
(5)
Reinforcement Learning
(4)
Core AI
(4)
Learning Types
(3)
Optimization & Theory
(3)
Applications
(2)
Methods
(2)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Robotics
(1)
Capabilities
(1)
Generation
(1)
Learning Paradigms
(1)
Optimization
(1)
Keywords
gaussian process
(2)
model-based reinforcement learning
(2)
continual learning
(1)
zero-shot learning
(1)
few-shot learning
(1)
policy optimization
(1)
bayesian reinforcement learning
(1)
human activity recognition
(1)
in-context learning
(1)
expectation maximization
(1)
exploration-exploitation tradeoff
(1)
sequential monte carlo
(1)
activity recognition
(1)
tree search
(1)
expectation maximisation
(1)
mobile robot
(1)
temporal logic
(1)
multi-agent debate
(1)
protein language model
(1)
monte carlo method
(1)
Papers
Metalic: Meta-Learning In-Context with Protein Language Models
ICLR 2025
Jumanji: a Diverse Suite of Scalable Reinforcement Learning Environments in JAX
ICLR 2024
Should we be going MAD? A Look at Multi-Agent Debate Strategies for LLMs
ICML 2024
SPO: Sequential Monte Carlo Policy Optimisation
NeurIPS 2024
Bayesian Reinforcement Learning for Single-Episode Missions in Partially Unknown Environments
CoRL 2022
Time-Bounded Mission Planning in Time-Varying Domains with Semi-MDPs and Gaussian Processes
CoRL 2020
Grounding of Human Environments and Activities for Autonomous Robots
IJCAI 2017