https://github.com/manuelfay/alphaconnect4
Connect-4 AI inspired by the AlphaZero paper that uses Monte-Carlo Tree Search, and a neural policy and value estimator neural network trained with samples generated from self play between previous iterations of the model.
https://github.com/manuelfay/alphaconnect4
agent ai alphago alphazero connect4 deep-learning estimator-network human-player mcts monte-carlo-tree-search reinforcement-learning
Last synced: 3 months ago
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Connect-4 AI inspired by the AlphaZero paper that uses Monte-Carlo Tree Search, and a neural policy and value estimator neural network trained with samples generated from self play between previous iterations of the model.
- Host: GitHub
- URL: https://github.com/manuelfay/alphaconnect4
- Owner: ManuelFay
- Created: 2020-10-15T22:55:46.000Z (almost 5 years ago)
- Default Branch: main
- Last Pushed: 2025-06-15T16:26:16.000Z (4 months ago)
- Last Synced: 2025-06-15T17:28:40.973Z (4 months ago)
- Topics: agent, ai, alphago, alphazero, connect4, deep-learning, estimator-network, human-player, mcts, monte-carlo-tree-search, reinforcement-learning
- Language: Python
- Homepage:
- Size: 188 KB
- Stars: 4
- Watchers: 1
- Forks: 0
- Open Issues: 1