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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

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

    A differentiable physics engine for robotics

    Julia 292 25

  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 85 12

  3. Silico.jl Silico.jl Public

    Unified contact simulaton and collision detection

    Julia 38 2

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

    ALGAMES: Game Theoretic Solver for Trajectory Optimization

    Julia 99 24

  5. AlgamesDriving.jl AlgamesDriving.jl Public

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

    Julia 24 10

  6. RobotVisualizer.jl RobotVisualizer.jl Public

    Tools for robot visualization in Julia.

    Julia 7