Berk GuelerView profile
Researcher
Berk Gueler is a researcher at the Intelligent Autonomous Systems lab within the Technical University of Darmstadt , collaborating with the Honda Research Institute . His work bridges robotics, human-robot interaction, and machine learning. M.Sc. in Mechanical Engineering (2023) from Koç University B.Sc. in Control and Automation Engineering (2020) from Istanbul Technical University His research focuses on assisted teleoperation and physical human-robot interaction , particularly for tasks like knot untangling , collaborative drilling , and co-manipulation . He develops adaptive control systems and deep learning models to enhance robot autonomy and human-robot collaboration. The 2025 publications highlight his work on grasp prediction and knot untangling using sampling-based algorithms and human-in-the-loop control. Earlier work (2022-2023) laid the foundation with adaptive admittance controllers and deep reinforcement learning for pHRI. Supervised students on Control Barrier Functions and deformable object tracking Technical expertise in C++ , Python , KUKA FRI , ROS , and Mixed Reality (MRTK)







