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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 179 34

  2. stable-baselines3 stable-baselines3 Public

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

    Python 8k 1.6k

  3. BlenderProc BlenderProc Public

    A procedural Blender pipeline for photorealistic training image generation

    Python 2.6k 429

  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 1.8k 473

  5. 3DObjectTracking 3DObjectTracking Public

    Algorithms and Publications on 3D Object Tracking

    C++ 607 116

  6. AugmentedAutoencoder AugmentedAutoencoder Public

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

    Python 331 96

Repositories

Showing 10 of 43 repositories
  • stable-baselines3 Public

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

  • rl-baselines3-zoo Public

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

  • 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 179 EPL-1.0 34 155 (1 issue needs help) 1 Updated Apr 19, 2024
  • RECALL Public

    Code and image database for IROS2022 paper "RECALL: Rehearsal-free Continual Learning for Object Classification". A algorithm to learn new object categories on the fly without forgetting the old ones and without the need to save previous images.

    Python 1 MIT 1 0 0 Updated Apr 17, 2024
  • python-jsonconversion Public

    Convert arbitrary Python objects into JSON strings and back.

    Python 7 BSD-2-Clause 3 1 3 Updated Apr 17, 2024
  • 0 0 0 0 Updated Apr 17, 2024
  • BlenderProc Public

    A procedural Blender pipeline for photorealistic training image generation

    Python 2,560 GPL-3.0 429 59 1 Updated Apr 16, 2024
  • UMF Public
    Python 9 MIT 0 0 0 Updated Mar 22, 2024
  • TMNF Public

    Code for CoRL23 paper "Topology-matching NFs for OOD Detection in Robot Learning"

    Python 1 MIT 0 0 0 Updated Feb 27, 2024
  • tf-dude Public
    C++ 0 MIT 0 0 0 Updated Feb 20, 2024