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Edward Hughes — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Edward Hughes
17
papers ·
717
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Social Influence as Intrinsic Motivation for Multi-Agent Deep Reinforcement Learning
2018 · 264 citations
OpenSpiel: A Framework for Reinforcement Learning in Games
2019 · 107 citations
Causal Reasoning from Meta-reinforcement Learning
2019 · 74 citations
Learning to Understand Goal Specifications by Modelling Reward
2018 · 69 citations
Bayesian Action Decoder for Deep Multi-Agent Reinforcement Learning
2018 · 50 citations
Negotiating Team Formation Using Deep Reinforcement Learning
2020 · 37 citations
Learning Reciprocity in Complex Sequential Social Dilemmas
2019 · 23 citations
Human-Timescale Adaptation in an Open-Ended Task Space
2023 · 22 citations
Social diversity and social preferences in mixed-motive reinforcement learning
2020 · 18 citations
Learning to Incentivize Other Learning Agents
2020 · 17 citations
Model-free conventions in multi-agent reinforcement learning with heterogeneous preferences
2020 · 11 citations
Emergent Bartering Behaviour in Multi-Agent Reinforcement Learning
2022 · 8 citations
Neural Recursive Belief States in Multi-Agent Reinforcement Learning
2021 · 7 citations
A multi-agent reinforcement learning model of reputation and cooperation in human groups
2021 · 6 citations
Collaborating with Humans without Human Data
2021 · 3 citations
Top co-authors
Joel Z. Leibo
· 7
Kevin R. McKee
· 5
Thore Graepel
· 4
Karl Tuyls
· 3
Matthew Botvinick
· 3
Raphael Koster
· 3
Richard Everett
· 3
Angeliki Lazaridou
· 2
DJ Strouse
· 2
Finbarr Timbers
· 2
J\'anos Kram\'ar
· 2
Marc Lanctot
· 2
Topics
Multi-Agent
Game AI
Model-Based RL
Meta-RL
Value-Based
Exploration
Safe RL
RLHF & Alignment
Policy Gradient