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基于 Next.js 构建的科技新闻平台,提供全球科技新闻和讨论内容。

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Show HN: Train racecar neural networks in the browser

3 点作者 zbendefy大约 2 年前
This is small site where racecars learn to navigate a racetrack.<p>Each racecar has a randomly initialized neural network, receiving input data from distance sensors. In each round the best performing racecars are selected to generate the next round. Cars hitting the wall are instantly disqualified.<p>It takes a while to train them (I think they could do with fewer neurons), I included a pre-trained network for you to try.

1 comment

zbendefy大约 2 年前
The learning speed also shows why evolution based learning is not so great compared to backpropagation.