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Roy Fox — most-cited papers & profile · Reinforcement Learning
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Roy Fox
10
papers ·
15
citations ·
14
h-index
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Most-cited papers
Do Embodied Agents Dream of Pixelated Sheep: Embodied Decision Making using Language Guided World Modelling
2023 · 9 citations
Reducing Variance in Temporal-Difference Value Estimation via Ensemble of Deep Networks
2022 · 4 citations
Learning to Query Internet Text for Informing Reinforcement Learning Agents
2022 · 1 citations
Self-Play PSRO: Toward Optimal Populations in Two-Player Zero-Sum Games
2022 · 1 citations
Model-Based Reinforcement Learning under Random Observation Delays
2025
Anytime PSRO for Two-Player Zero-Sum Games
2022
Feasible Adversarial Robust Reinforcement Learning for Underspecified Environments
2022
Selective Perception: Optimizing State Descriptions with Reinforcement Learning for Language Model Actors
2023
Make the Pertinent Salient: Task-Relevant Reconstruction for Visual Control with Distractions
2024
Top co-authors
JB Lanier
· 5
Pierre Baldi
· 5
Stephen McAleer
· 4
Kolby Nottingham
· 3
Kyungmin Kim
· 3
Sameer Singh
· 3
Kevin Wang
· 2
Tuomas Sandholm
· 2
Alane Suhr
· 1
Alekhya Pyla
· 1
Alexander Ihler
· 1
Armin Karamzade
· 1
Topics
Game AI
Model-Based RL
Multi-Agent
Safe RL
Exploration
Meta-RL
Value-Based
RLHF & Alignment
Policy Gradient