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Virginia Smith — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Virginia Smith
34
papers ·
1604
citations ·
24
h-index
Carnegie Mellon University · Villanova University
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Semantic Scholar ↗
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Most-cited papers
RL on Incorrect Synthetic Data Scales the Efficiency of LLM Math Reasoning by Eight-Fold
2024 · 2 citations
IsoCompute Playbook: Optimally Scaling Sampling Compute for LLM RL
2026
POPE: Learning to Reason on Hard Problems via Privileged On-Policy Exploration
2026
Top co-authors
Amrith Setlur
· 3
Aviral Kumar
· 3
Ruslan Salakhutdinov
· 2
Yuxiao Qu
· 2
Eric Xing
· 1
Feng Yao
· 1
Naman Garg
· 1
Saurabh Garg
· 1
Shibo Hao
· 1
Xinyang Geng
· 1
Yutao Xie
· 1
Zhengzhong Liu
· 1
Topics
cs.LG
cs.AI
cs.CL
Model-Based RL
RLHF & Alignment
Value-Based