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AI reversi homework in Zhejiang University. It wins the competition on momodel resorting to a good heuristic function.

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AI Reversi

This project is only for Zhejiang University AI Course.

This project works well on mo.zju.edu.cn and actually takes first place over many advanced algorithms on a computer with restricted computing power.

Basic Methods

  • Minimax search with limited depth
  • Believe the final result will be reversed even if our model is at disadvantage in the middle of a game
  • Differential test with a slightly stronger RL model to fix some flaws in heuristic function until our model defeat it

Test Results

64 in total, winning from 40 - 24 to 64 - 0. Detailed pictures are in doc.

Contest Results

First place. The only one winning all matches.

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AI reversi homework in Zhejiang University. It wins the competition on momodel resorting to a good heuristic function.

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