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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 919 168

  3. crisp_controllers crisp_controllers Public

    CRISP – Compliant ROS2 Controllers for Learning-Based Manipulation Policies

    C++ 238 42

  4. crazyflow crazyflow Public

    Scalable drone simulation using JAX.

    Python 187 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 155 13

  6. lsy_drone_racing lsy_drone_racing Public

    LSY Autonomous Drone Racing Challenge

    Python 89 120

Repositories

Showing 10 of 84 repositories
  • crazyflow Public

    Scalable drone simulation using JAX.

    learnsyslab/crazyflow's past year of commit activity
    Python 187 MIT 48 14 6 Updated Oct 6, 2026
  • learnsyslab/tum-website-assets's past year of commit activity
    HTML 0 0 0 0 Updated Oct 6, 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
  • lsy_drone_racing Public

    LSY Autonomous Drone Racing Challenge

    learnsyslab/lsy_drone_racing's past year of commit activity
    Python 89 MIT 120 4 7 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
  • learnsyslab/core_course_examples's past year of commit activity
    Jupyter Notebook 37 MIT 11 0 0 Updated Sep 29, 2026
  • crazyflie-firmware Public Forked from bitcraze/crazyflie-firmware

    The main firmware for the Crazyflie Nano Quadcopter, Crazyflie Bolt Quadcopter and Roadrunner Positioning Tag.

    learnsyslab/crazyflie-firmware's past year of commit activity
    C 0 GPL-3.0 1,290 0 0 Updated Sep 28, 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 16 MIT 0 1 0 Updated Sep 24, 2026
  • learnsyslab/nlink_parser2's past year of commit activity
    C++ 0 3 0 0 Updated Sep 18, 2026