A Gobang(also known as "Five in a Row" and "Gomoku") game equipped with AlphaGo-liked AI.
Project description
A Gobang(also known as "Five in a Row" and "Gomoku") game equipped with AlphaGo-liked AI.
Features
- Friendly GUI
- MATCH RULES supported
- Easy to install
- AlphaGo-liked AI
Game
AI Players
Greedy AI
: the POLICY network without randomnessProbabilistic AI
: the POLICY network with randomnessThinking AI(xxx s)
: MCTS algorithm with POLICY and VALUE networks- To be implemented
Install
- dependencies
- Python 3
- PyTorch
- install
$ pip install gobang
Run
$ gobang
# or
$ python -m gobang
Comments
- This project was originally developed 2 years ago.
- The AI is developed based on Supervised Learning and Reinforcement learning.
References
Project details
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Source Distribution
gobang-0.1.0.tar.gz
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