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Amrith Setlur — most-cited papers & profile · Reinforcement Learning
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overview
Amrith Setlur
8
papers ·
5
citations ·
6
h-index
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Most-cited papers
Rewarding Progress: Scaling Automated Process Verifiers for LLM Reasoning
2024 · 3 citations
RL on Incorrect Synthetic Data Scales the Efficiency of LLM Math Reasoning by Eight-Fold
2024 · 2 citations
InT: Self-Proposed Interventions Enable Credit Assignment in LLM Reasoning
2026
Thinking vs. Doing: Agents that Reason by Scaling Test-Time Interaction
2025
Scaling Test-Time Compute Without Verification or RL is Suboptimal
2025
Covariate Distribution Aware Meta-learning
2020
Top co-authors
Aviral Kumar
· 4
Xinyang Geng
· 2
Adam Fisch
· 1
Alekh Agarwal
· 1
Ameet Talwalkar
· 1
Aviral Kumar
· 1
Barnabas Poczos
· 1
Chirag Nagpal
· 1
Diego Caples
· 1
Gene Yang
· 1
Hao Bai
· 1
Hao Bai
· 1
Topics
RLHF & Alignment
Model-Based RL
Policy Gradient
Exploration
Meta-RL
Value-Based