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Aarti Singh — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Aarti Singh
4
papers ·
161
citations ·
15
h-index
Carnegie Mellon University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Preference-based Reinforcement Learning with Finite-Time Guarantees
2020 · 7 citations
The Virtues of Laziness in Model-based RL: A Unified Objective and Algorithms
2023
The Importance of Online Data: Understanding Preference Fine-tuning via Coverage
2024
Top co-authors
J. Andrew Bagnell
· 2
Yuda Song
· 2
Anirudh Vemula
· 1
Artur Dubrawski
· 1
Gokul Swamy
· 1
Lin F. Yang
· 1
Ruosong Wang
· 1
Sanjiban Choudhury
· 1
Wen Sun
· 1
Yichong Xu
· 1
Topics
Value-Based
Exploration
Policy Gradient
Safe RL
Model-Based RL
RLHF & Alignment
Offline RL