1 citations · 3 across the 3 of their papers we have counts for
4 papers
Sim-to-Real Transfer for Robotic Manipulation with Tactile Sensory
Zihan Ding, Ya-Yen Tsai, Wang Wei Lee +1
Reinforcement Learning (RL) methods have been widely applied for robotic manipulations via sim-to-real transfer, typically with proprioceptive and visual information. However, the…
DROID: Minimizing the Reality Gap using Single-Shot Human Demonstration
Ya-Yen Tsai, Hui Xu, Zihan Ding +3
Reinforcement learning (RL) has demonstrated great success in the past several years. However, most of the scenarios focus on simulated environments. One of the main challenges of…
A Multi-Robot Cooperation Framework for Sewing Personalized Stent Grafts
Bidan Huang, Menglong Ye, Yang Hu +3
This paper presents a multi-robot system for manufacturing personalized medical stent grafts. The proposed system adopts a modular design, which includes: a (personalized) mandrel…
A Vision-Guided Multi-Robot Cooperation Framework for Learning-by-Demonstration and Task Reproduction
Bidan Huang, Menglong Ye, Su-Lin Lee +1
This paper presents a vision-based learning-by-demonstration approach to enable robots to learn and complete a manipulation task cooperatively. With this method, a vision system is…