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Steven Kapturowski — most-cited papers & profile · Reinforcement Learning
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overview
Steven Kapturowski
7
papers ·
271
citations
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
Agent57: Outperforming the Atari Human Benchmark
2020 · 147 citations
Never Give Up: Learning Directed Exploration Strategies
2020 · 80 citations
Making Efficient Use of Demonstrations to Solve Hard Exploration Problems
2019 · 24 citations
Beyond Fine-Tuning: Transferring Behavior in Reinforcement Learning
2021 · 12 citations
Value-driven Hindsight Modelling
2020 · 5 citations
Offline Actor-Critic Reinforcement Learning Scales to Large Models
2024 · 2 citations
Revisiting Peng's Q($λ$) for Modern Reinforcement Learning
2021 · 1 citations
Top co-authors
Adri\`a Puigdom\`enech Badia
· 3
Alex Vitvitskyi
· 3
Charles Blundell
· 3
Pablo Sprechmann
· 3
Daniel Guo
· 2
Nicolas Heess
· 2
Abbas Abdolmaleki
· 1
Alexander Pritzel
· 1
Andew Bolt
· 1
André Barreto
· 1
Arthur Guez
· 1
Bilal Piot
· 1
Topics
Value-Based
Exploration
Model-Based RL
Game AI
Offline RL
Safe RL
Meta-RL
Policy Gradient
Multi-Agent