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Exploding Kittens AI

This is my AI for Exploding Kittens. Currently, it has a 98% winrate against a random player, but the base strategy (a strategy that I use in my own play of Exploding Kittens, without any RL) has a 90% winrate.

Code Structure:

  • / is the directory for any reinforcement learning-related files. Although my code outputs policies into this folder, I"ve moved them all to allpolicies/ for organization
  • allpolicies/ are different stages of the AI for Exploding Kittens, ranging from a 40% to a 98% win rate.
  • results/ contains mostly text files of different outputs that I've used to calculate statistics, such as the win rate in different scenarios of the game
  • ui/ is an important folder. It contains the actual UI where a user can play against my base version (the 90% win rate, not the 98% win rate AI). It operates off flask and can easily be set up by python mainflask.py. Note that flask must be installed.