Perry Dong

15 papers A* 4Misc 1Journal 10
YearRankTypeTitle / Venue / Authors
2026 J jnl
TQL: Scaling Q-Functions with Transformers by Preventing Attention Collapse.
CoRR
Perry Dong, Kuo-Han Hung, Alexander Swerdlow, Dorsa Sadigh, Chelsea Finn
2025 J jnl
EXPO: Stable Reinforcement Learning with Expressive Policies.
CoRR
Perry Dong, Qiyang Li, Dorsa Sadigh, Chelsea Finn
2025 J jnl
Posterior Behavioral Cloning: Pretraining BC Policies for Efficient RL Finetuning.
CoRR
Andrew Wagenmaker, Perry Dong, Raymond Tsao, Chelsea Finn, Sergey Levine
2025 J jnl
Reinforcement Learning via Implicit Imitation Guidance.
CoRR
Perry Dong, Alec M. Lessing, Annie S. Chen, Chelsea Finn
2025 J jnl
Value Flows.
CoRR
Perry Dong, Chongyi Zheng, Chelsea Finn, Dorsa Sadigh, Benjamin Eysenbach
2025 J jnl
What Matters for Batch Online Reinforcement Learning in Robotics?
CoRR
Perry Dong, Suvir Mirchandani, Dorsa Sadigh, Chelsea Finn
2024 A* conf
Adaptively Learning to Select-Rank in Online Platforms.
ICML
Jingyuan Wang, Perry Dong, Ying Jin, Ruohan Zhan, Zhengyuan Zhou
2024 J jnl
Adaptively Learning to Select-Rank in Online Platforms.
CoRR
Jingyuan Wang, Perry Dong, Ying Jin, Ruohan Zhan, Zhengyuan Zhou
2024 A* conf
RLIF: Interactive Imitation Learning as Reinforcement Learning.
ICLR
Jianlan Luo, Perry Dong, Yuexiang Zhai, Yi Ma, Sergey Levine
2023 Misc conf
Action-Quantized Offline Reinforcement Learning for Robotic Skill Learning.
CoRL
Jianlan Luo, Perry Dong, Jeffrey Wu, Aviral Kumar, Xinyang Geng, Sergey Levine
2023 J jnl
Action-Quantized Offline Reinforcement Learning for Robotic Skill Learning.
CoRR
Jianlan Luo, Perry Dong, Jeffrey Wu, Aviral Kumar, Xinyang Geng, Sergey Levine
2023 J jnl
Near-Optimal High-Probability Convergence for Non-Convex Stochastic Optimization with Variance Reduction.
CoRR
Zijian Liu, Perry Dong, Srikanth Jagabathula, Zhengyuan Zhou
2023 J jnl
RLIF: Interactive Imitation Learning as Reinforcement Learning.
CoRR
Jianlan Luo, Perry Dong, Yuexiang Zhai, Yi Ma, Sergey Levine
2022 A* conf
Distributionally Robust Q-Learning.
ICML
Zijian Liu, Qinxun Bai, Jose H. Blanchet, Perry Dong, Wei Xu, Zhengqing Zhou, Zhengyuan Zhou
2022 A* conf
Society of Agents: Regret Bounds of Concurrent Thompson Sampling.
NeurIPS
Yan Chen, Perry Dong, Qinxun Bai, Maria Dimakopoulou, Wei Xu, Zhengyuan Zhou