no code implementations • 4 Apr 2025 • Jad Abou-Chakra, Lingfeng Sun, Krishan Rana, Brandon May, Karl Schmeckpeper, Maria Vittoria Minniti, Laura Herlant
Recent advancements in behavior cloning have enabled robots to perform complex manipulation tasks.
1 code implementation • 29 Jul 2024 • Jinghuan Shang, Karl Schmeckpeper, Brandon B. May, Maria Vittoria Minniti, Tarik Kelestemur, David Watkins, Laura Herlant
Vision-based robot policy learning, which maps visual inputs to actions, necessitates a holistic understanding of diverse visual tasks beyond single-task needs like classification or segmentation.
no code implementations • 1 Dec 2021 • Johannes Pankert, Maria Vittoria Minniti, Lorenz Wellhausen, Marco Hutter
In this work, we propose the novel approach Deep Measurement Update (DMU) as a general update rule for a wide range of systems.