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cicada's Introduction

Cicada

This repo contains code used for my submissions to the Kaggle football competition in November 2020.

It started out as a rules-based agent, but then I added some ML components by scoring move/pass options based on a modelled probability of success.

Setup

https://github.com/google-research/football

Mac

  • brew install git python3 cmake sdl2 sdl2_image sdl2_ttf sdl2_gfx boost boost-python3
  • pip3 install gfootball
  • python3 -m gfootball.play_game --action_set=full

Linux

  • Used kaggle docker image

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