Shengjie Wang
Scholar

Shengjie Wang

Google Scholar ID: ghuIBIYAAAAJ
Tsinghua University
RoboticsReinforcement learningBionic robotics
Citations & Impact
All-time
Citations
658
 
H-index
11
 
i10-index
11
 
Publications
20
 
Co-authors
18
list available
Resume (English only)
Academic Achievements
  • Published several papers such as 'Kimi-Dev: Agentless Training as Skill Prior for SWE-Agents', 'SKIL: Semantic Keypoint Imitation Learning for Generalizable Data-efficient Manipulation', 'RoboMetaverse: A Large-scale Robotic Metaverse For Reinforcement Learning', 'DexCatch: Learning to Catch Arbitrary Objects with Dexterous Hands', and 'CoPa: General Robotic Manipulation through Spatial Constraints of Parts with Foundation Models'.
Research Experience
  • Involved in multiple research projects including Kimi-Dev, SKIL, RoboMetaverse, DexCatch, and CoPa.
Education
  • PhD student, Institute for Interdisciplinary Information Sciences (IIIS), Tsinghua University, Advisor: Prof. Yang Gao; Master's student, Department of Automation, Tsinghua University, Advisor: Prof. Tao Zhang (IEEE Fellow & IET Fellow, Head of Department); Bachelor's in Robotics, Beijing Institute of Technology (BIT), Supervisors: Prof. Qing Shi (IEEE Senior Member) and Prof. Toshio Fukuda (2020 IEEE President).
Background
  • Research Interests: The intersection of Robotics and Reinforcement Learning; focuses on efficient, stable, and safe robot performance in the unstructured open world.
Miscellany
  • Released some interesting robotic environments, such as Bi-DexHands and SpaceRobotEnv.