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geraldfw/README.md

👋 Hi there

I am passionate about all things autonomy, robotics, and software engineering. I am currently pursuing a PhD in motion planning for autonomous vehicles at the Technical University of Munich. Below, you can find more about myself and projects I have worked on.

💻 Projects

I have initiated and contributed to various open-source projects related to autonomous driving, motion planning and vehicle dynamics. Many of those are part of the CommonRoad platform and have resulted from my research work.

Here are a few selected highlights:

  • CommonRoad Reactive Planner: A sampling-based motion planner for autonomous vehicles using quintic polynomials in the Frenet frame.
  • CommonRoad-Reach: Software to compute the reachable set of an AV in dynamic scenarios, and generate collision-free driving corridors which are used as safety constraints for planning.
  • CommonRoad-CLCS: Software to construct curvilinear coordinate systems (aka Frenet frames) along reference paths, and perform efficient coordinate transformations.
  • CommonRoad-Autoware Interface (CR2AW): An interface for deploying CommonRoad motion planners in the Autoware software stack enabling rapid sim-to-real transfer. ⭐ Winning project of the Autoware challenge 2024
  • CommonRoad Vehicle Models: Collection of vehicle models of different simulation fidelities commonly used in motion planning and control.
  • No more traffic tickets: Software for a framework to guarantee traffic rule-compliance and safety for AV motion planning.
  • Frenetix: An efficient and parallelized version of a sampling-based motion planner using quintic polynomials.
  • CommonRoad Drivability Checker: A toolbox unifying useful methods for efficient collision detection and road compliance checking for motion planning.

📫 Let's connect

I am always happy to connect. Feel free to reach out to me via

LinkedIn

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  1. CommonRoad/commonroad-reactive-planner CommonRoad/commonroad-reactive-planner Public

    A sampling-based motion planner for autonomous vehicles using quintic polynomials in a Frenet frame

    Python 11 5

  2. CommonRoad/commonroad-reachable-set CommonRoad/commonroad-reachable-set Public

    This repository holds code related to the computation of reachable sets for autonomous vehicles

    Python 9 4

  3. CommonRoad/commonroad-clcs CommonRoad/commonroad-clcs Public

    Toolbox to construct Curvilinear Coordinate Systems (aka Frenet frames)

    C++ 8 4

  4. CommonRoad/commonroad-autoware-interface CommonRoad/commonroad-autoware-interface Public

    A planning interface based on CommonRoad which integrates into the Autoware.Universe software stack

    Python 14 1

  5. CommonRoad/commonroad-io CommonRoad/commonroad-io Public

    Tool to read, write, and visualize CommonRoad scenarios and base for other tools from the CommonRoad framework.

    Jupyter Notebook 18 1

  6. CommonRoad/commonroad-drivability-checker CommonRoad/commonroad-drivability-checker Public

    Jupyter Notebook 4 3