Michael C. Welle
Scholar

Michael C. Welle

Google Scholar ID: dqNwkboAAAAJ
Postdoctoral researcher, KTH Royal Institute of Technology
Machine LearningRobotics
Citations & Impact
All-time
Citations
568
 
H-index
12
 
i10-index
18
 
Publications
20
 
Co-authors
50
list available
Resume (English only)
Academic Achievements
  • Publications:
  • - Ensemble Latent Space Roadmap for Improved Robustness in Visual Action Planning (Submitted to IROS 2023)
  • - Enabling Robot Manipulation of Soft and Rigid Objects with Vision-based Tactile Sensors (Submitted to CASE 2023)
  • - A Virtual Reality Framework for Human-Robot Collaboration in Cloth Folding (Submitted to Ro-man 2023)
  • Journal Papers: Enabling Visual Action Planning for Object Manipulation through Latent Space Roadmap
Research Experience
  • Work Experience: Postdoctoral Researcher; Research Projects: Learning representations for manipulation of rigid and deformable objects; Positions: Postdoctoral Researcher, Former PhD Student.
Education
  • Degree: PhD; Institution: KTH Royal Institute of Technology; Advisors: Danica Kragic, Anastasiia Varava, Hang Yin; Time: Not explicitly provided; Specialization: Robotics.
Background
  • Research Interests: Robotics and Representation Learning; Professional Field: Manipulation of rigid and deformable objects; About Me: Currently a Postdoctoral Researcher at the Robotics, Perception and Learning Lab (RPL), EECS, KTH, Stockholm, Sweden.
Miscellany
  • Hobbies or personal interests are not mentioned in the provided HTML content.