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Ramana Kumar — most-cited papers & profile · Reinforcement Learning
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Ramana Kumar
6
papers ·
32
citations
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Semantic Scholar ↗
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Most-cited papers
Penalizing side effects using stepwise relative reachability
2018 · 23 citations
Reward Tampering Problems and Solutions in Reinforcement Learning: A Causal Influence Diagram Perspective
2019 · 3 citations
REALab: An Embedded Perspective on Tampering
2020 · 3 citations
Safe Deep RL in 3D Environments using Human Feedback
2022 · 2 citations
Scaling Goal-based Exploration via Pruning Proto-goals
2023 · 1 citations
Top co-authors
Shane Legg
· 3
Victoria Krakovna
· 3
Tom Everitt
· 2
Akhil Bagaria
· 1
Jan Leike
· 1
Jonathan Uesato
· 1
Laurent Orseau
· 1
Marcus Hutter
· 1
Matthew Rahtz
· 1
Miljan Martic
· 1
Ray Jiang
· 1
Richard Ngo
· 1
Topics
Safe RL
Multi-Agent
RLHF & Alignment
Value-Based
Model-Based RL
Exploration
Meta-RL