4 papers
Generative Simulation for Policy Learning in Physical Human-Robot Interaction
Junxiang Wang, Xinwen Xu, Tiancheng Wu +3
Developing autonomous physical human-robot interaction (pHRI) systems is limited by the scarcity of large-scale training data to learn robust robot behaviors for real-world applica…
Bidirectional Human-Robot Communication for Physical Human-Robot Interaction
Junxiang Wang, Cindy Wang, Rana Soltani Zarrin +1
Effective physical human-robot interaction requires systems that are not only adaptable to user preferences but also transparent about their actions. This paper introduces BRIDGE,…
Design and Koopman Model Predictive Control of A Soft Exoskeleton Based on Origami-Inspired Pneumatic Actuator for Knee Rehabilitation
Junxiang Wang, Han Zhang, Zehao Wang +3
Effective rehabilitation methods are essential for the recovery of lower limb dysfunction caused by stroke. Nowadays, robotic exoskeletons have shown great potentials in rehabilita…
CoRI: Communication of Robot Intent for Physical Human-Robot Interaction
Junxiang Wang, Emek BarıŠKüçüktabak, Rana Soltani Zarrin +1
Clear communication of robot intent fosters transparency and interpretability in physical human-robot interaction (pHRI), particularly during assistive tasks involving direct human…