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An attempt to solve Brawl Stars game with an RL agent with a visual input

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MikeTkachuk/Brawl-Stars-AI

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Brawl Stars AI

This repo implements a gym-like environment for Brawl Stars application. The implementation key-words are:

  • BlueStacks
  • screen capturing
  • mouse and keyboard control
  • real-time static ocr

Refer to https://github.com/MikeTkachuk/Brawl_iris for modelling implementation.

Ideas:

General:

  • add episode health check (not frozen)
  • fix env reset in real fights

Speed-up:

  • fp16 precision

Agent Performance

  • try working with optical flow (just a crazy idea)

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An attempt to solve Brawl Stars game with an RL agent with a visual input

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