07/20/2024, 09:04 PM UTC
神经网络学会用《我的世界》制作地图——代码可在GitHub上获取Neural network learns to make maps with Minecraft — code available on GitHub
❶ 一个神经网络通过预测编码算法和Minecraft游戏玩法被训练来创建空间地图并预测后续视频帧，实现了0.094%的均方误差。❷ 该项目由加州理工学院的研究人员领导，展示了AI在概念空间中导航的能力，超越了简单的输入-响应记忆。❸ 该研究发表在《自然机器智能》上，包括详细的方法论，代码可在GitHub和Zenodo上公开获取。❶ A neural network has been trained to create spatial maps and predict subsequent video frames using a predictive coding algorithm and Minecraft gameplay, achieving a mean-squared error of 0.094%. ❷ The project, led by researchers at Caltech, demonstrates AI's ability to navigate conceptual spaces, moving beyond simple input-response memorization. ❸ The research, published in Nature Machine Intelligence, includes detailed methodology and the code is available on GitHub and Zenodo for public use.
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