no code implementations • 12 Mar 2025 • Paolo Torrado, Joshua Levin, Markus Grotz, Joshua Smith
Additionally, we demonstrate that TetraGrip can successfully grasp objects in scenarios where a single-suction gripper fails due to physical limitations, specifically in two cases: (1) picking an object occluded by another object and (2) retrieving an object in a complex scenario.
no code implementations • 29 Sep 2024 • Soofiyan Atar, Yi Li, Markus Grotz, Michael Wolf, Dieter Fox, Joshua Smith
In warehouse environments, robots require robust picking capabilities to manage a wide variety of objects.
1 code implementation • 29 Jun 2024 • Markus Grotz, Mohit Shridhar, Tamim Asfour, Dieter Fox
To kickstart the benchmark, we extended several state-of-the art methods to bimanual manipulation and also present a language-conditioned behavioral cloning agent -- PerAct2, which enables the learning and execution of bimanual 6-DoF manipulation tasks.
no code implementations • 4 Nov 2023 • Yi Li, Muru Zhang, Markus Grotz, Kaichun Mo, Dieter Fox
Segmentation and tracking of unseen object instances in discrete frames pose a significant challenge in dynamic industrial robotic contexts, such as distribution warehouses.
no code implementations • 5 Jun 2022 • Fabian Peller-Konrad, Rainer Kartmann, Christian R. G. Dreher, Andre Meixner, Fabian Reister, Markus Grotz, Tamim Asfour
We introduce the memory system for our cognitive robot control architecture and its implementation in the robot software framework ArmarX.