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@learnsyslab

Learning Systems and Robotics Lab (LSY)

Learning Systems and Robotics Lab (LSY)

Toward a seamless interaction of robotic systems with the physical world.

We are a robotics research group at the Technical University of Munich and the University of Toronto led by Prof. Angela Schoellig. We combine control theory, machine learning, and optimization to build robots that operate safely and effectively in uncertain, real-world environments — from single systems to large-scale swarms.

Research

Learning-based & safe control · Drone simulation · RL · VLAs · Multi-robot systems · Mobile manipulation

By the numbers

Followers Stars

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  1. gym-pybullet-drones gym-pybullet-drones Public

    PyBullet Gymnasium environments for single and multi-agent reinforcement learning of quadcopter control

    Python 2.2k 571

  2. safe-control-gym safe-control-gym Public

    PyBullet CartPole and Quadrotor environments—with CasADi symbolic a priori dynamics—for learning-based control and RL

    Python 925 168

  3. crisp_controllers crisp_controllers Public

    CRISP – Compliant ROS2 Controllers for Learning-Based Manipulation Policies

    C++ 239 45

  4. crazyflow crazyflow Public

    Scalable drone simulation using JAX.

    Python 189 48

  5. upright upright Public

    [RA-L 2023, 2025] Model predictive control and trajectory optimization for fast nonprehensile object transportation with a mobile manipulator.

    Python 156 13

  6. lsy_drone_racing lsy_drone_racing Public

    LSY Autonomous Drone Racing Challenge

    Python 89 124

Repositories

Showing 10 of 84 repositories
  • learnsyslab/tum-website-assets's past year of commit activity
    HTML 0 0 0 0 Updated Oct 15, 2026
  • crazyflow Public

    Scalable drone simulation using JAX.

    learnsyslab/crazyflow's past year of commit activity
    Python 189 MIT 48 12 3 Updated Oct 14, 2026
  • lsy_drone_racing Public

    LSY Autonomous Drone Racing Challenge

    learnsyslab/lsy_drone_racing's past year of commit activity
    Python 89 MIT 123 4 5 Updated Oct 14, 2026
  • drone-controllers Public

    Drone controllers @ LSY. Contains numeric (NumPy, JAX, Torch, ...) versions of onboard controllers.

    learnsyslab/drone-controllers's past year of commit activity
    Python 8 2 0 0 Updated Oct 14, 2026
  • drone-models Public

    Drone models @ LSY. Contains symbolic (CasADi) and numeric (NumPy, JAX) versions of each system.

    learnsyslab/drone-models's past year of commit activity
    Python 14 4 3 0 Updated Oct 14, 2026
  • learnsyslab/data_and_learning_where_it_matters's past year of commit activity
    HTML 0 1 0 0 Updated Oct 14, 2026
  • gym-pybullet-drones Public

    PyBullet Gymnasium environments for single and multi-agent reinforcement learning of quadcopter control

    learnsyslab/gym-pybullet-drones's past year of commit activity
    Python 2,162 MIT 571 110 1 Updated Oct 12, 2026
  • perceive_semantix_release Public

    Official perception pipeline of Where Did I Leave My Glasses? Open-Vocabulary Semantic Exploration in Real-World Semi-Static Environments

    learnsyslab/perceive_semantix_release's past year of commit activity
    Python 15 MIT 0 1 0 Updated Oct 12, 2026
  • splax Public

    Gaussian Splatting in JAX

    learnsyslab/splax's past year of commit activity
    Python 11 MIT 2 1 0 Updated Oct 10, 2026
  • crazyflow_uwb Public
    learnsyslab/crazyflow_uwb's past year of commit activity
    Python 0 MIT 0 0 0 Updated Oct 8, 2026