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Yahtzee with Machine Learning

This is an experiment to build a simple game (Yahtzee) and train an AI Agent using Deep Q-Learning.

CLI Game

To play an interactive game yourself, run:

python3 cli.py

Train Agents

The AI model has 2 agents:

  1. Deciding which dice to keep/re-roll
  2. Deciding where to score the dice

To train the model, run:

python3 train.py --roll-weights=path/to/roll.hdf5 \
  --slot-weights=path/to/slot.hdf5

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Dice rolling with machine learning

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