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simon-lc/README.md

Hi there I'm Simon! ๐Ÿ‘‹

I'm currently Research Scientist Intern @ Google Robotics and PhD candidate in robotics and optimization @ Stanford University working with Zachary Manchester and Mac Schwager.

I am passionate about developing fast optimization algorithms for robotics applications. I am designing and implementing a differentiable physics simulator and leveraging this tool for model predictive control, trajectory optimization and reinforcement learning tasks in robotic locomotion and manipulation. Previously, I implemented optimization algorithms enabling game-theoretic reasoning for autonomous vehicles

Previously:

Notable Papers

Top Open Source Projects

๐ŸŽ project name ๐Ÿ“– brief description language
Silico.jl a unified formulation for collision detection and contact simulation Julia
Dojo.jl a differentiable physics engine for robotics Julia
ContactImplicitMPC.jl a model preditive controller for robots that make and break contact Julia
Algames.jl SotA dynamic games solver Julia

Side Project: trying to create nice looking animations

Unitree A1 Boston Dynamics Atlas Panda Arm Tugging Drone

I'm using Robin Deits' MeshCat.jl and developing RobotVisualizer.jl to make it prettier.

Pinned Loading

  1. dojo-sim/Dojo.jl dojo-sim/Dojo.jl Public

    A differentiable physics engine for robotics

    Julia 318 29

  2. dojo-sim/ContactImplicitMPC.jl dojo-sim/ContactImplicitMPC.jl Public

    Fast contact-implicit model predictive control for robotic systems that make and break contact with their environments.

    Julia 112 12

  3. Silico.jl Silico.jl Public

    Unified contact simulaton and collision detection

    Julia 42 2

  4. RoboticExplorationLab/Algames.jl RoboticExplorationLab/Algames.jl Public

    ALGAMES: Game Theoretic Solver for Trajectory Optimization

    Julia 105 24

  5. AlgamesDriving.jl AlgamesDriving.jl Public

    A set of tools to quickly generate and visualize autonomous driving scenarios for Algames.jl.

    Julia 27 9

  6. RobotVisualizer.jl RobotVisualizer.jl Public

    Tools for robot visualization in Julia.

    Julia 7