Amrith Setlur
- Papers
- 5
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5papers
Authored papers
5Reasoning Cache: Continual Improvement Over Long Horizons via Short-Horizon RL
arXiv 2026
InT: Self-Proposed Interventions Enable Credit Assignment in LLM Reasoning
arXiv 2026
Thinking vs. Doing: Agents that Reason by Scaling Test-Time Interaction
arXiv 2025
RL on Incorrect Synthetic Data Scales the Efficiency of LLM Math Reasoning by Eight-Fold
arXiv 2024
Deep Neural Networks Tend To Extrapolate Predictably
arXiv 2023
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