Name		Name	Last commit message	Last commit date
Latest commit History 59 Commits
.vscode		.vscode
game		game
.gitignore		.gitignore
MCTS.py		MCTS.py
README.md		README.md
arena.py		arena.py
c4zero.py		c4zero.py
test_MCTS.py		test_MCTS.py
train.py		train.py
trainer.py		trainer.py
util.py		util.py

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c4zero

Reimplementing AlphaZero (ish) to learn connect 4

Demo

Play against the AI on Google Colab

Roadmap

Train an AI opponent for Connect 2 using MCTS
Upgrade network to handle 2 dimensional board
Train AI opponent to play connect 4
Make training loop more robust to overfitting
Develop new game: Connect 4 - Tombola where board rotations are possible
Train AI opponent to play Connect 4 - Tombola
Integrate with SolidJS front end