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Allen Nie — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Allen Nie
17
papers ·
43
citations ·
9
h-index
Carnegie Mellon University · Stanford University
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Most-cited papers
Reinforcement Learning Tutor Better Supported Lower Performers in a Math Task
2023 · 4 citations
Data-Efficient Pipeline for Offline Reinforcement Learning with Limited Data
2022 · 2 citations
Waypoint Transformer: Reinforcement Learning via Supervised Learning with Intermediate Targets
2023 · 2 citations
EVOLvE: Evaluating and Optimizing LLMs For In-Context Exploration
2024 · 1 citations
ReSyn: Autonomously Scaling Synthetic Environments for Reasoning Models
2026
TritonRL: Training LLMs to Think and Code Triton Without Cheating
2025
Model-based Offline Reinforcement Learning with Local Misspecification
2023
OPERA: Automatic Offline Policy Evaluation with Re-weighted Aggregates of Multiple Estimators
2024
Predicting Long Term Sequential Policy Value Using Softer Surrogates
2024
Top co-authors
Emma Brunskill
· 5
Yannis Flet-Berliac
· 4
Anirudhan Badrinath
· 2
William Steenbergen
· 2
Andre He
· 1
Bo Chang
· 1
Catherine Y Wang
· 1
Christina J. Yuan
· 1
Darion Cassel
· 1
Deon R. Jordan
· 1
Ed H. Chi
· 1
Emma Brunskil
· 1
Topics
Model-Based RL
Value-Based
Offline RL
Meta-RL
RLHF & Alignment
Safe RL
Exploration