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Bielefeld University - Collaborative Robotics Group

                

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Collaborative Robotics Group - Bielefeld University

Welcome to the GitHub page of the Collaborative Robotics Research Group led by Prof. Dr. Klaus Neumann.

Our research group is a joint initiative of Bielefeld University and Fraunhofer IOSB-INA in Lemgo.

We are part of the Cognitive Interaction Technology (CITEC) research center and the Faculty of Technology at Bielefeld University.

About Us

The Collaborative Robotics research group focuses on the intuitive use of collaborative robotic systems in manipulation and assembly based on imitation learning. Our research focuses on:

  • Reconfigurable and modular robots
  • Intelligent product transport
  • Neural control and regulation of robots in safe interaction with human production participants
  • Magnetic levitation systems and planar robotics
  • Simulations and object detection with image processing

Our goal is to develop innovative solutions for industrial automation and to optimize the collaboration between humans and machines.

Team

Research Projects and Publications

On this page, you will find links to our Git repositories mentioned in our scientific publications. These repositories contain code, datasets, and other resources generated as part of our research work.

Contact

For more information, please visit our official website.


Thank you for your interest in our work!

Popular repositories Loading

  1. gymnasium-planar-robotics gymnasium-planar-robotics Public

    Reinforcement learning environments for planar robotics based on MuJoCo

    Python 2

  2. precise_pushing precise_pushing Public

    Precision-Focused Reinforcment Learning for Robotic Object Pushing

    Python 1

  3. constrained-learning constrained-learning Public

    Handy package for training output constrained neural networks

    Python

  4. stable-baselines3-extensions stable-baselines3-extensions Public

    Custom extensions for Stable-Baselines3

    Python

  5. experiments-benchmark-envs experiments-benchmark-envs Public

    Python

  6. gaussian-splatting gaussian-splatting Public

    Forked from graphdeco-inria/gaussian-splatting

    Original reference implementation of "3D Gaussian Splatting for Real-Time Radiance Field Rendering"

    Python

Repositories

Showing 10 of 10 repositories
  • gaussian-splatting Public Forked from graphdeco-inria/gaussian-splatting

    Original reference implementation of "3D Gaussian Splatting for Real-Time Radiance Field Rendering"

    ubi-coro/gaussian-splatting’s past year of commit activity
    Python 0 1,933 0 0 Updated Nov 6, 2024
  • event-ssm Public Forked from Efficient-Scalable-Machine-Learning/event-ssm

    Official implementation of our paper "Scalable Event-by-event Processing of Neuromorphic Sensory Signals With Deep State-Space Models"

    ubi-coro/event-ssm’s past year of commit activity
    Jupyter Notebook 0 MIT 4 0 0 Updated Oct 16, 2024
  • .github Public
    ubi-coro/.github’s past year of commit activity
    0 0 0 0 Updated Sep 30, 2024
  • precise_pushing Public

    Precision-Focused Reinforcment Learning for Robotic Object Pushing

    ubi-coro/precise_pushing’s past year of commit activity
    Python 1 GPL-3.0 0 0 0 Updated Sep 13, 2024
  • gymnasium-planar-robotics Public

    Reinforcement learning environments for planar robotics based on MuJoCo

    ubi-coro/gymnasium-planar-robotics’s past year of commit activity
    Python 2 GPL-3.0 0 0 0 Updated Jul 30, 2024
  • DOTIE Public Forked from manishnagaraj/DOTIE

    Implementation of DOTIE - Detecting Objects through Temporal Isolation of Events using a Spiking Architecture

    ubi-coro/DOTIE’s past year of commit activity
    Python 0 CC0-1.0 3 0 0 Updated Jul 17, 2024
  • da-fusion Public Forked from brandontrabucco/da-fusion

    Effective Data Augmentation With Diffusion Models

    ubi-coro/da-fusion’s past year of commit activity
    Python 0 MIT 18 0 0 Updated May 31, 2024
  • ubi-coro/experiments-benchmark-envs’s past year of commit activity
    Python 0 GPL-3.0 0 0 0 Updated May 28, 2024
  • stable-baselines3-extensions Public

    Custom extensions for Stable-Baselines3

    ubi-coro/stable-baselines3-extensions’s past year of commit activity
    Python 0 0 0 0 Updated May 27, 2024
  • constrained-learning Public

    Handy package for training output constrained neural networks

    ubi-coro/constrained-learning’s past year of commit activity
    Python 0 MIT 0 0 0 Updated Feb 27, 2024

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