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@DLR-RM

DLR-RM

German Aerospace Center (DLR) - Institute of Robotics and Mechatronics (RM) - open source projects

Pinned

  1. RAFCON RAFCON Public

    RAFCON (RMC advanced flow control) uses hierarchical state machines, featuring concurrent state execution, to represent robot programs. It ships with a graphical user interface supporting the creat…

    Python 174 33

  2. stable-baselines3 stable-baselines3 Public

    PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.

    Python 7.2k 1.5k

  3. BlenderProc BlenderProc Public

    A procedural Blender pipeline for photorealistic training image generation

    Python 2.4k 414

  4. rl-baselines3-zoo rl-baselines3-zoo Public

    A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pre-trained agents included.

    Python 1.6k 432

  5. 3DObjectTracking 3DObjectTracking Public

    Algorithms and Publications on 3D Object Tracking

    C++ 568 108

  6. AugmentedAutoencoder AugmentedAutoencoder Public

    Official Code: Implicit 3D Orientation Learning for 6D Object Detection from RGB Images

    Python 327 95

Repositories

Showing 10 of 40 repositories
  • stable-baselines3 Public

    PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.

  • BlenderProc Public

    A procedural Blender pipeline for photorealistic training image generation

    Python 2,385 GPL-3.0 414 55 0 Updated Jan 8, 2024
  • shape-completion Public

    Code and Datasets for 3D Shape Completion related publications

    Python 5 MIT 0 0 0 Updated Jan 8, 2024
  • rl-baselines3-zoo Public

    A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pre-trained agents included.

    Python 1,633 MIT 432 43 (3 issues need help) 12 Updated Dec 13, 2023
  • RAFCON Public

    RAFCON (RMC advanced flow control) uses hierarchical state machines, featuring concurrent state execution, to represent robot programs. It ships with a graphical user interface supporting the creation of state machines and contains IDE like debugging mechanisms. Alternatively, state machines can programmatically be generated using RAFCON's API.

    Python 174 EPL-1.0 33 155 2 Updated Oct 10, 2023
  • eagernet-speedplus Public

    Code for "6D Object Pose Estimation from Approximate 3D Models for Orbital Robotics", IROS 2023

    1 0 0 0 Updated Sep 20, 2023
  • UMF Public
    0 0 0 0 Updated Sep 14, 2023
  • rlds_dataset_builder Public

    An example RLDS dataset builder for X-embodiment dataset conversion.

    Python 0 CC-BY-4.0 40 0 0 Updated Sep 14, 2023
  • BPNN Public

    Bayesian Progressive Neural Networks

    Python 5 GPL-3.0 0 0 0 Updated Sep 1, 2023
  • GRACE Public

    Graph Assembly processing networks for robotic assembly sequence planning and feasibility learning

    Python 3 MIT 0 0 0 Updated Aug 7, 2023