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Hubert Soyer — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Hubert Soyer
11
papers ·
1459
citations ·
17
h-index
Google Scholar ↗
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Most-cited papers
IMPALA: Scalable Distributed Deep-RL with Importance Weighted Actor-Learner Architectures
2018 · 613 citations
Learning to reinforcement learn
2016 · 380 citations
Learning to Navigate in Complex Environments
2016 · 368 citations
V-MPO: On-Policy Maximum a Posteriori Policy Optimization for Discrete and Continuous Control
2019 · 39 citations
Multi-task Deep Reinforcement Learning with PopArt
2018 · 24 citations
Making Efficient Use of Demonstrations to Solve Hard Exploration Problems
2019 · 24 citations
Low-pass Recurrent Neural Networks - A memory architecture for longer-term correlation discovery
2018 · 2 citations
Hierarchical Reinforcement Learning in Complex 3D Environments
2023
Top co-authors
Remi Munos
· 3
Dharshan Kumaran
· 2
Dhruva Tirumala
· 2
Koray Kavukcuoglu
· 2
Lasse Espeholt
· 2
Misha Denil
· 2
Razvan Pascanu
· 2
Abbas Abdolmaleki
· 1
Aidan Clark
· 1
Andrea Banino
· 1
Andrew J. Ballard
· 1
Arun Ahuja
· 1
Topics
Value-Based
Exploration
Meta-RL
Model-Based RL
Multi-Agent
Game AI
Offline RL
Policy Gradient