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Liu, Fangchen
10 publications
ICML
2025
OTTER: A Vision-Language-Action Model with Text-Aware Visual Feature Extraction
Huang Huang
,
Fangchen Liu
,
Letian Fu
,
Tingfan Wu
,
Mustafa Mukadam
,
Jitendra Malik
,
Ken Goldberg
,
Pieter Abbeel
CoRL
2024
Body Transformer: Leveraging Robot Embodiment for Policy Learning
Carmelo Sferrazza
,
Dun-Ming Huang
,
Fangchen Liu
,
Jongmin Lee
,
Pieter Abbeel
ICML
2024
Chain-of-Thought Predictive Control
Zhiwei Jia
,
Vineet Thumuluri
,
Fangchen Liu
,
Linghao Chen
,
Zhiao Huang
,
Hao Su
NeurIPSW
2024
In-Context Imitation Learning via Next-Token Prediction
Letian Fu
,
Huang Huang
,
Gaurav Datta
,
Lawrence Yunliang Chen
,
William Chung-Ho Panitch
,
Fangchen Liu
,
Hui Li
,
Ken Goldberg
ICLRW
2023
Chain-of-Thought Predictive Control
Zhiwei Jia
,
Fangchen Liu
,
Vineet Thumuluri
,
Linghao Chen
,
Zhiao Huang
,
Hao Su
ICML
2023
The Wisdom of Hindsight Makes Language Models Better Instruction Followers
Tianjun Zhang
,
Fangchen Liu
,
Justin Wong
,
Pieter Abbeel
,
Joseph E. Gonzalez
NeurIPS
2022
Masked Autoencoding for Scalable and Generalizable Decision Making
Fangchen Liu
,
Hao Liu
,
Aditya Grover
,
Pieter Abbeel
CoRL
2022
Masked World Models for Visual Control
Younggyo Seo
,
Danijar Hafner
,
Hao Liu
,
Fangchen Liu
,
Stephen James
,
Kimin Lee
,
Pieter Abbeel
ICLR
2020
State Alignment-Based Imitation Learning
Fangchen Liu
,
Zhan Ling
,
Tongzhou Mu
,
Hao Su
NeurIPS
2019
Mapping State Space Using Landmarks for Universal Goal Reaching
Zhiao Huang
,
Fangchen Liu
,
Hao Su