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Ian Davies — most-cited papers & profile · Reinforcement Learning
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Ian Davies
6
papers ·
17
citations
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Semantic Scholar ↗
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Most-cited papers
Towards practical reinforcement learning for tokamak magnetic control
2023 · 6 citations
Wasserstein Policy Optimization
2025 · 5 citations
Fully Distributed Actor-Critic Architecture for Multitask Deep Reinforcement Learning
2021 · 4 citations
Learning to Model Opponent Learning
2020 · 1 citations
One Step at a Time: Pros and Cons of Multi-Step Meta-Gradient Reinforcement Learning
2021 · 1 citations
Joint Perception and Control as Inference with an Object-based Implementation
2019
Top co-authors
Aleksi Tukiainen
· 1
Alexandre Laterre
· 1
Andrea Huber
· 1
Andrea Michi
· 1
Brendan Tracey
· 1
Brendan Tracey and Hado van Hasselt
· 1
C. Galperti
· 1
Cl\'ement Bonnet
· 1
Cosmin Paduraru
· 1
Craig Donner
· 1
Daniel J. Mankowitz
· 1
David Pfau
· 1
Topics
Policy Gradient
Model-Based RL
Multi-Agent
Game AI
Meta-RL
Value-Based