2 papers
cs.RO2026
MorphIK: Morphology-Conditioned Neural Inverse Kinematics for Unknown Robots
Lennart Clasmeier, Jan Gerrit Habekost, Cornelius Weber +1
Neural models can learn to generate various solutions to the inverse kinematics problem from data, but are usually limited to a single robot. We present MorphIK, a flow-matching mo…
cs.RO2025
Keypoint-based Diffusion for Robotic Motion Planning on the NICOL Robot
Lennart Clasmeier, Jan-Gerrit Habekost, Connor Gäde +2
We propose a novel diffusion-based action model for robotic motion planning. Commonly, established numerical planning approaches are used to solve general motion planning problems,…