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Ian Gemp — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Ian Gemp
12
papers ·
127
citations ·
9
h-index
Google (United States) · Google DeepMind (United Kingdom) · Google (United Kingdom)
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Social diversity and social preferences in mixed-motive reinforcement learning
2020 · 18 citations
Learning to Play No-Press Diplomacy with Best Response Policy Iteration
2020 · 18 citations
Proximal Gradient Temporal Difference Learning: Stable Reinforcement Learning with Polynomial Sample Complexity
2020 · 5 citations
Convex Markov Games: A New Frontier for Multi-Agent Reinforcement Learning
2024
Game Theoretic Rating in N-player general-sum games with Equilibria
2022
AlphaSnake: Policy Iteration on a Nondeterministic NP-hard Markov Decision Process
2022
Combining Tree-Search, Generative Models, and Nash Bargaining Concepts in Game-Theoretic Reinforcement Learning
2023
Top co-authors
Luke Marris
· 3
Marc Lanctot
· 3
Kevin R. McKee
· 2
Thore Graepel
· 2
and Joel Z. Leibo
· 1
Andreas Haupt
· 1
Andrea Tacchetti
· 1
and Yoram Bachrach
· 1
Bo Liu
· 1
Brian McWilliams
· 1
Daniel Hennes
· 1
Edgar A. Du\'e\~nez-Guzm\'an
· 1
Topics
Game AI
Multi-Agent
Policy Gradient
Value-Based
Model-Based RL
Safe RL
Offline RL