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Paul Duckworth — most-cited papers & profile · Reinforcement Learning
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Paul Duckworth
9
papers ·
10
citations
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Most-cited papers
Jumanji: a Diverse Suite of Scalable Reinforcement Learning Environments in JAX
2023 · 3 citations
SPO: Sequential Monte Carlo Policy Optimisation
2024 · 1 citations
On Solving a Stochastic Shortest-Path Markov Decision Process as Probabilistic Inference
2021
Planning for Risk-Aversion and Expected Value in MDPs
2021
Top co-authors
Arnu Pretorius
· 1
Cl\'ement Bonnet
· 1
Daniel Luo
· 1
Edan Toledo
· 1
Matthew Macfarlane
· 1
Nathan Grinsztajn
· 1
Omayma Mahjoub
· 1
Ruan de Kock
· 1
Sasha Abramowitz
· 1
Shikha Surana
· 1
Siddarth Singh
· 1
Topics
Model-Based RL
Game AI
Offline RL
Safe RL
Exploration
Meta-RL
Policy Gradient