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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 572

  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 922 168

  3. crisp_controllers crisp_controllers Public

    CRISP – Compliant ROS2 Controllers for Learning-Based Manipulation Policies

    C++ 238 43

  4. crazyflow crazyflow Public

    Scalable drone simulation using JAX.

    Python 188 49

  5. upright upright Public

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

    Python 155 13

  6. lsy_drone_racing lsy_drone_racing Public

    LSY Autonomous Drone Racing Challenge

    Python 89 121

Repositories

Showing 10 of 85 repositories
  • learnsyslab/tum-website-assets's past year of commit activity
    HTML 0 0 0 0 Updated Oct 11, 2026
  • splax Public

    Gaussian Splatting in JAX

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

    Scalable drone simulation using JAX.

    learnsyslab/crazyflow's past year of commit activity
    Python 188 MIT 48 12 2 Updated Oct 9, 2026
  • crazyflow_uwb Public
    learnsyslab/crazyflow_uwb's past year of commit activity
    Python 0 MIT 0 0 0 Updated Oct 8, 2026
  • swarmGPT Public
    learnsyslab/swarmGPT's past year of commit activity
    Python 34 MIT 7 0 1 Updated Oct 8, 2026
  • uq_vla Public

    Official code repository for "Uncertainty Quantification for Flow-Based Vision-Language-Action Models".

    learnsyslab/uq_vla's past year of commit activity
    Python 25 Apache-2.0 4 0 0 Updated Oct 8, 2026
  • lsy_drone_racing Public

    LSY Autonomous Drone Racing Challenge

    learnsyslab/lsy_drone_racing's past year of commit activity
    Python 89 MIT 121 4 8 Updated Oct 7, 2026
  • drone-estimators Public

    Drone state estimators @ LSY

    learnsyslab/drone-estimators's past year of commit activity
    Python 2 3 4 1 Updated Oct 5, 2026
  • learnsyslab/crazyflow_experiments's past year of commit activity
    Python 0 MIT 0 0 0 Updated Oct 1, 2026
  • learnsyslab/analyse_datasets_realWorldDRL's past year of commit activity
    Python 0 0 0 0 Updated Sep 30, 2026