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Karen Simonyan — most-cited papers & profile · Reinforcement Learning
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overview
Karen Simonyan
24
papers ·
14370
citations ·
59
h-index
Suffolk University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm
2017 · 1084 citations
StarCraft II: A New Challenge for Reinforcement Learning
2017 · 685 citations
IMPALA: Scalable Distributed Deep-RL with Importance Weighted Actor-Learner Architectures
2018 · 613 citations
Learning to Navigate in Cities Without a Map
2018 · 52 citations
Kickstarting Deep Reinforcement Learning
2018 · 44 citations
Off-Policy Actor-Critic with Shared Experience Replay
2019 · 4 citations
Top co-authors
Andrew Zisserman
· 2
David Silver
· 2
Julian Schrittwieser
· 2
Koray Kavukcuoglu
· 2
Simon Schmitt
· 2
Timothy Lillicrap
· 2
Alexander Sasha Vezhnevets
· 1
Alireza Makhzani
· 1
Anders Ekermo
· 1
Anthony Brunasso
· 1
Arthur Guez
· 1
Augustin Zidek
· 1
Topics
Value-Based
Multi-Agent
Game AI
Exploration
Model-Based RL
Meta-RL
Policy Gradient
Offline RL