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AI playing 2048

Home Page: https://truemaxdh.github.io/2048-AI/

License: MIT License

JavaScript 47.91% HTML 26.34% Ruby 0.23% CSS 25.53%
2048-ai game ai deep-neural-network evolutionary-algorithm puzzle-ai

2048-ai's Introduction

2048-AI

AI playing 2048. 처음에는, 줄이안 토겔리우스의 '재미나는 생각, AI와 게임'에서 아이디어를 얻어, 유전(진화) 알고리즘을 써서 진행해 보려 하였지만, 마음처럼 원하는 방향으로 진행되지 않아서, 일단 지도학습을 가지고 진행중이다.

그러면서, 몇가지 문제가 발견되고 해결하였지만, 현재 ReLU에서 0으로 활성화되어 더이상 학습이 안되어버리는 문제의 해결을 위해 현재 고심중이다.

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