Jiacheng Yuan
Ph.D. candidate, Robotic Sensor Networks Lab
Electrical and Computer Engineering, University of Minnesota
I am currently a Ph.D. student in Electrical and Computer Engineering at the University of Minnesota, Twin Cities. My advisor is Dr. Volkan Isler. I work on reinforcement learning, robotic manipulation, and computer vision.
My research topics include both indoor robotic manipulation and field robotics for precision agriculture, with a focus on designing algorithms that enable robot systems to overcome challenges in everyday applications, especially in unstructured environments.
I obtained my B.S. in Optical Engineering from Nanjing University and joined the University of Minnesota in 2016. I worked on Opto-electronics for about 2 years before deciding to pursue my passion and switching my research field to robotics. In September 2018, I joined the RSN lab and started working with Dr. Volkan Isler.
Recent News
Jan 2024: Two papers accepted by ICRA 2024. Check out more details about VFAS-Grasp here
Oct 2023: I have wrapped up my internship at Samsung Research America.
Sept 2023: Two papers submitted to ICRA 2024. Check out the arXiv release of the two papers I worked on here
June 2023: Our paper "Active Mass Distribution Estimation with Tactile Feedback" was accepted by IROS 2023
May 2023: I am joining Samsung Research America as Research Scientist Intern in NYC
Mar 2023: Our paper "Active Mass Distribution Estimation with Tactile Feedback" was submitted to IROS 2023
June 2022: I am joining Google AR Labs as Software Engineer Intern working on Sensor Fusion and Localization
May 2022: Attending ICRA 2022 at Philadephia
Feb 2022: Our paper "ROW-SLAM: Under-Canopy Cornfield Semantic SLAM" was accepted by ICRA 2022
May 2021: Attending ICRA 2021 virtually
Feb 2021: Our paper "Multi-Step Recurrent Q-Learning for Robotic Velcro Peeling" was accepted by ICRA 2021
Sept 2018: Switching research topics and joining the RSN Labs