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Dots Game AI

Yet another implementation of Dots Game Artificial Intelligence (with russian rules).

Tests

.NET

Features

Roadmap

  • Collect statistics for open games with strong players from playdots.ru.
  • Train neural network with statistics info. Use CNTK or another deep-learning framework.

Screen

DotsGameAI

Useful links

  • opai-rs. Opai-rs an artificial intelligence for the game of points.
  • AlphaGo Replication. This project is a replication/reference implementation of DeepMind's 2016 Nature publication
  • Michi. Minimalistic Go MCTS Engine.
  • patchi. A fairly strong Go/Baduk/Weiqi playing program.

Dependencies

  • Avalonia; a multi-platform .NET UI framework;
  • Json.NET for serialization and deserialization to JSON;
  • NUnit 3 for unit tests.

License

Dots Game AI is licensed under the Apache 2.0 License.

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Yet another implementation of Dots Game Artificial Intelligence

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