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SimpleRacerResearchPlatform

A simple racer research platform that showcases various imitation learning models with a web racing game.

Author group: Galena V Team from Microsoft project: Galena

Contact: kevingao@microsoft.com

Prerequisites

  • Supported OS: Windows WSL / Linux / MacOS
  • Install Nodejs

Project Structures

└───src:  Python notebooks and web demo UI files
    ├───data: Training data with [README](/src/data/README.md)
    └───models: Pre-trained models (.onnx) with [README](/src/models/README.md)

Getting Started

(Below instruction is based on Ubuntu 22.04.1 LTS GNU/Linux 5.15.90.1-microsoft-standard-WSL2 x86_64)

  • Start your WSL:
  • $ cd SimpleRacerResearchPlatform/src/

  • $ node server

Contributing

This project welcomes contributions and suggestions. Most contributions require you to agree to a Contributor License Agreement (CLA) declaring that you have the right to, and actually do, grant us the rights to use your contribution. For details, visit https://cla.opensource.microsoft.com.

When you submit a pull request, a CLA bot will automatically determine whether you need to provide a CLA and decorate the PR appropriately (e.g., status check, comment). Simply follow the instructions provided by the bot. You will only need to do this once across all repos using our CLA.

This project has adopted the Microsoft Open Source Code of Conduct. For more information see the Code of Conduct FAQ or contact opencode@microsoft.com with any additional questions or comments.

Trademarks

This project may contain trademarks or logos for projects, products, or services. Authorized use of Microsoft trademarks or logos is subject to and must follow Microsoft's Trademark & Brand Guidelines. Use of Microsoft trademarks or logos in modified versions of this project must not cause confusion or imply Microsoft sponsorship. Any use of third-party trademarks or logos are subject to those third-party's policies.

License

This project is licensed under the MIT License - see the LICENSE file for details.

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A simple web racing game demo using imitation learning models.

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