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Create an AI Bot for the card game, The Imposter Kings

kazz4442 Code and Eng DK30 Fall 2023 0 0

Description

In a challenge to learn more about machine learning I will train an AI to play the game “The Imposter Kings”. If I can achieve this, I want to create different difficulties by adjusting the reward function and potentially allow players to submit their game history to create an AI that plays the game like them.

Estimated Timeframe

Nov 14th - Dec 13th

Week 1 Goal

Learn how to use AI frameworks for reinforcement learning and define the game’s observation space, actions space, and rewards to use to get stared.

Week 2 Goal

Code up the main game state environment.

Week 3 Goal

Create a game state renderer and start training the agent.

Week 4 Goal

Debug and iterate. Try for stretch goals if possible.

Tags

  • AI
  • Card Games