five

NCA Evolution Trials

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arXiv2025-09-30 收录
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https://github.com/caitlingrasso/empowered-nca-II
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资源简介:
该数据集包含了在三轮损失增强试验中,不同时间范围内演化的神经细胞自动机(NCA)的性能指标,重点关注其形态发生和稳态维持能力。数据集不仅包含了与仅损失控制组相比的三损失增强的损失值,还包括了演化NCA的稳定性和适应性的各项指标。任务是对NCA在实现形态发生和稳态维持方面的性能进行评估。

This dataset contains performance metrics of Neural Cellular Automata (NCA) evolved over different time horizons across three rounds of loss-augmented experiments, with a focus on their morphogenesis and homeostasis maintenance capabilities. It not only includes the loss values of the triple loss-augmented setup compared against the loss-only control group, but also various metrics characterizing the stability and adaptability of the evolved NCAs. The core task of this dataset is to evaluate the performance of NCAs in achieving morphogenesis and homeostasis maintenance.
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