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Allen Nie — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Allen Nie
17
papers ·
13
citations ·
9
h-index
Carnegie Mellon University · Stanford University
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Semantic Scholar ↗
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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
Learning Game-Playing Agents with Generative Code Optimization
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
Yannis Flet-Berliac
· 4
Darion Cassel
· 1
Ed H. Chi
· 1
Ge Gao
· 1
Huzefa Rangwala
· 1
Jiin Woo
· 1
Kaj Bostrom
· 1
Meng Guo
· 1
Minmin Chen
· 1
Nathaniel Weir
· 1
Quoc V. Le
· 1
Sam Bayless
· 1
Topics
Model-Based RL
Offline RL
Value-Based
Meta-RL
cs.LG
Safe RL
cs.AI
cs.SE
Game AI
RLHF & Alignment