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Perry Dong — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Perry Dong
9
papers ·
11
citations ·
2
h-index
Stanford University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
RLIF: Interactive Imitation Learning as Reinforcement Learning
2023 · 7 citations
Action-Quantized Offline Reinforcement Learning for Robotic Skill Learning
2023 · 4 citations
EXPO-FT: Sample-Efficient Reinforcement Learning Finetuning for Vision-Language-Action Models
2026
FASTER: Value-Guided Sampling for Fast RL
2026
TQL: Scaling Q-Functions with Transformers by Preventing Attention Collapse
2026
Value Flows
2025
EXPO: Stable Reinforcement Learning with Expressive Policies
2025
Reinforcement Learning via Implicit Imitation Guidance
2025
Top co-authors
Dorsa Sadigh
· 4
Chelsea Finn
· 3
Jianlan Luo
· 2
Sergey Levine
· 2
Alec M. Lessing
· 1
Alexander Swerdlow
· 1
Alexander Swerdlow
· 1
Annie S. Chen
· 1
Aviral Kumar
· 1
Benjamin Eysenbach
· 1
Chelsea Finn
· 1
Chelsea Finn
· 1
Topics
Model-Based RL
Policy Gradient
Value-Based
Offline RL
Meta-RL
Exploration
Safe RL