Search Results for author: Markus Grotz

Found 5 papers, 1 papers with code

TetraGrip: Sensor-Driven Multi-Suction Reactive Object Manipulation in Cluttered Scenes

no code implementations12 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.

Object

OptiGrasp: Optimized Grasp Pose Detection Using RGB Images for Warehouse Picking Robots

no code implementations29 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.

PerAct2: Benchmarking and Learning for Robotic Bimanual Manipulation Tasks

1 code implementation29 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.

Diversity

STOW: Discrete-Frame Segmentation and Tracking of Unseen Objects for Warehouse Picking Robots

no code implementations4 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.

Object Rearrangement

A Memory System of a Robot Cognitive Architecture and its Implementation in ArmarX

no code implementations5 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.

Scene Understanding

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