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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 576

  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 931 168

  3. crisp_controllers crisp_controllers Public

    CRISP – Compliant ROS2 Controllers for Learning-Based Manipulation Policies

    C++ 241 44

  4. crazyflow crazyflow Public

    Scalable drone simulation using JAX.

    Python 194 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 91 153

Repositories

Showing 10 of 90 repositories
  • icra2027_bitter_slam Public

    Workshop BitterSLAM @ ICRA2027

    learnsyslab/icra2027_bitter_slam's past year of commit activity
    HTML 1 0 0 0 Updated Oct 30, 2026
  • lsy_drone_racing Public

    LSY Autonomous Drone Racing Challenge

    learnsyslab/lsy_drone_racing's past year of commit activity
    Python 91 MIT 152 3 5 Updated Oct 30, 2026
  • crazyflow Public

    Scalable drone simulation using JAX.

    learnsyslab/crazyflow's past year of commit activity
    Python 194 MIT 48 7 1 Updated Oct 30, 2026
  • learnsyslab/tum-website-assets's past year of commit activity
    HTML 0 0 0 0 Updated Oct 30, 2026
  • splax Public

    Gaussian Splatting in JAX

    learnsyslab/splax's past year of commit activity
    Python 11 MIT 2 1 0 Updated Oct 29, 2026
  • learnsyslab/g1-mocap-free-box-locomanipulation's past year of commit activity
    Python 4 Apache-2.0 0 0 0 Updated Oct 28, 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 2,194 MIT 576 110 1 Updated Oct 28, 2026
  • CarlaAir Public Forked from louiszengCN/CarlaAir

    CarlaAir: Fly Drones Inside a CARLA World!! A Unified Infrastructure for Air-Ground Embodied Intelligence

    learnsyslab/CarlaAir's past year of commit activity
    C++ 0 161 0 0 Updated Oct 27, 2026
  • Fast-FoundationStereo Public Forked from NVlabs/Fast-FoundationStereo

    [CVPR 2026] Fast-FoundationStereo: Real-Time Zero-Shot Stereo Matching

    learnsyslab/Fast-FoundationStereo's past year of commit activity
    Python 0 166 0 0 Updated Oct 25, 2026
  • drone-estimators Public

    Drone state estimators @ LSY

    learnsyslab/drone-estimators's past year of commit activity
    Python 2 MIT 3 2 0 Updated Oct 20, 2026