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NeuralKart - A Real-time Mario Kart AI using CNNs, Offline Search, and DAGGER

Set-up

The project has only been tested on Windows, but might work in other systems with adjustments.

Install Python Dependencies

The following Python dependencies need to be installed.

  • Tensorflow
  • Keras
  • Pillow
  • mkdir_p

Get BizHawk (1.12.2)

Our scripts are all written for the BizHawk emulator (tested in version 1.12.2), which has embedded Lua scripting. To get BizHawk you first need to install the prerequisites - https://github.com/TASVideos/BizHawk-Prereqs/releases. Then you can download BizHawk and unzip it to any directory - https://github.com/TASVideos/BizHawk/releases/

(Optional) Download Our Weights and Recordings

Usage Instructions

Other Projects + Links