Cribbage for your command line
Project description
Implementation of cribbage for two players. Text-based GUI for use on your command line (so you can appear to be working). Several kinds of opponents.
Opponents
Random. This opponent plays a random legal move
Expert. This opponent uses an enumerative strategy to determine the move with the greatest possible reward (points), and takes that move. The author wrote the optimal policy
Student. This opponent is a deep neural network that has been trained via self-play using Google Keras and OpenAI Gym (see /train for details) to execute an optimal policy
Installation
Install using pip
pip install cribbage
Or install from the source
git clone git@github.com:dacarlin/cribbage.git
cd cribbage
python setup.py install
How to use
From the command line, specify the kinds of players you want in the game
cribbage human random
You can also name the players
cribbage human random --name1 Osha --name2 Otto
If you would like to try playing one of the AI opponents, you can run with the following
cribbage human expert --name1 Alne --name2 Arin
Both the Student and the Expert players achieve performance that is better than most humans.
Help
Run cribbage -h for an explanation of the command line arguments
Project details
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