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Sanmi Koyejo — most-cited papers & profile · Reinforcement Learning
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overview
Sanmi Koyejo
12
papers ·
187
citations ·
0
h-index
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Most-cited papers
A Contextual-bandit-based Approach for Informed Decision-making in Clinical Trials
2018 · 1 citations
Finite-sample Guarantees for Nash Q-learning with Linear Function Approximation
2023 · 1 citations
One Policy is Enough: Parallel Exploration with a Single Policy is Near-Optimal for Reward-Free Reinforcement Learning
2022
Scalable Ensembling For Mitigating Reward Overoptimisation
2024
Top co-authors
Ahmed M. Ahmed
· 1
and Ravishankar Iyer
· 1
Boxiang Lyu
· 1
Brent Berry
· 1
Mladen Kolar
· 1
Pedro Cisneros-Velarde
· 1
Pedro Cisneros‐Velarde
· 1
Rafael Rafailov
· 1
Stepan Sharkov
· 1
Xuechen Li
· 1
Yogatheesan Varatharajah
· 1
Topics
Value-Based
Multi-Agent
Game AI
Model-Based RL
Exploration
Policy Gradient
RLHF & Alignment
Offline RL