Game "plug-in"? —— The strongest strategy for AI-generated games

As a happy fat house, playing games is a must-have at home. Whether it is the hot games of King Glory, Eating Chicken, and the original god, or jumping, synthesizing big watermelon, 2048, these popular small games, let’s all There are involved. But in order to become a "top player", I always go crazy to find various strategies in major communities and websites, and grow up with the strategy. I often wonder when I will become a master of strategy in the generation, so that everyone can learn from me. Technology, isn't it exciting! There was a flash of inspiration. After all, I am a fat house with a little skill. I have been obsessed with deepmind and ran AlphaGo. I cannot train an AI to play.

Intensive learning training 2048 game, observe how the AI finds the exit.

Since you want to practice your hands, let's start with a simple, pure strategy game like 2048. After searching the Internet, I found the open source 2048 game environment.

GitHub address:

3. Create a network model

Here I am using a very simple three-layer convolutional network

After completing the above three steps, you can start training happily:

I only trained for 10 minutes. In this strict environment where you can't go wrong, you can reach 256 points in reasoning. If you use more advanced algorithms and longer training time, 2048 is not a dream.

detailed code acquisition method: click this link to run directly online, or download https://marketplace.huaweicloud.com/markets/aihub/notebook/detail/?id=3a11d09b-85f5-4ae4-b4a7-9b19be2b2444d

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