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bsprenger/README.md

Hey, I'm Ben! ๐Ÿ‘‹

I'm a robotics & controls engineer interested in:

  • Reinforcement learning
  • Physics simulation and world models
  • Control theory
  • Optimization

By day, I work on autonomous vehicles at Kodiak AI. By night, I maintain TorchRL, PyTorch's official reinforcement learning library.

Here's an example of what I do: look at these driverless trucks running my code, operating autonomously 24/7 with nobody in the cab! image

Read more about these trucks here.

๐Ÿš€ Projects

๐ŸŒ Open Source Contributions

They say the best way to learn software is by contributing to open-source projects. Here are some contributions I'm proud of:

  • State-of-the-art RL algorithm implementations (Link)
  • A more advanced and flexible optimization API for the RL trainer ecosystem (Link)
  • Auto-configuration of exploration module specs from RL environments (Link)
  • Various small improvements, such as:
  • Support for external plugins for simulation environments (1, 2)

๐Ÿ“š Bio

  • BASc Mechanical Engineering @ University of Toronto
  • MSc Robotics, Systems & Control @ ETH Zurich

๐Ÿ”— Links

Socials

๐Ÿ“š Publications:

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  1. pytorch/rl pytorch/rl Public

    A modular, primitive-first, python-first PyTorch library for Reinforcement Learning.

    Python 3.6k 506

  2. microduck-rl-torch microduck-rl-torch Public

    Portable PyTorch-native Microduck simulation and training environment powered by mujoco-torch.

    Python 36 4

  3. vmoens/mujoco-torch vmoens/mujoco-torch Public

    Python 49 4

  4. huggingface/lerobot huggingface/lerobot Public

    ๐Ÿค— LeRobot: Making AI for Robotics more accessible with end-to-end learning

    Python 28.2k 5.9k

  5. go1-joystick-torch go1-joystick-torch Public

    A PyTorch reimplementation of MuJoCo Playgroundโ€™s Unitree Go1 joystick simulation environment, powered by mujoco-torch.

    Python 3

  6. AMSwarm AMSwarm Public

    New version of AMSwarm for Swarm GPT

    C++ 6 1