#Dexterous Manipulation

Research

ManiFlow: A Dexterous Manipulation Policy using Flow Matching
Ge Yan, 
Jiyue Zhu, 
Yuquan Deng, 
Shiqi Yang, 
Ri-Zhao Qiu, 
Xuxin Cheng, 
Marius Memmel, 
Ranjay Krishna, 
Ankit Goyal, 
Xiaolong Wang, 
Dieter Fox
May 1st 2025
In submission to CoRL 2025
#Dexterous Manipulation
#Imitation Learning
#Flow Matching

An advanced flow matching model specifically designed to support dexterous manipulation tasks.

Dex1B: Learning with 1B Demonstrations for Dexterous Manipulation
Jianglong Ye, 
Keyi Wang, 
Chengjing Yuan, 
Ruihan Yang, 
Yiquan Li, 
Jiyue Zhu, 
Yuzhe Qin, 
Xueyan Zou, 
Xiaolong Wang
Apr 1st 2025
RSS 2025
#Dexterous Manipulation
#Demonstration Generation

A large-scale dataset of one billion diverse and high-quality dexterous manipulation demonstrations, generated using a constraint-aware generative model.

Last Updated on May 5th 2025