Predator-Prey Ecosystem Model
收藏arXiv2025-09-30 收录
下载链接：
https://github.com/fracozzi/ABM-Graph-Diffusion-Network/
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资源简介：
该数据集包含了一系列代理状态，这些状态在网格环境中代表了两个物种（捕食者和猎物），并追踪它们的生命周期阶段及随时间的变化交互。此外，该数据集被用于评估图扩散网络在捕捉捕食者-猎物系统中个体转变和涌现动态方面的性能。该数据集规模宏大，涵盖了网格环境中具有复杂交互的多个代理，其任务在于基于局部交互来建模代理行为，并预测生命周期阶段之间的转变。
This dataset comprises a collection of agent states that represent two species (predator and prey) in a grid environment, tracking their life cycle stages and dynamic interactions over time. Furthermore, this dataset is utilized to evaluate the performance of Graph Diffusion Networks in capturing individual transitions and emergent dynamics within predator-prey systems. Boasting a substantial scale, this dataset covers multiple agents with complex interactions in grid environments, with its core tasks focusing on modeling agent behaviors based on local interactions and predicting transitions between life cycle stages.
提供机构：
NetLogo Implementation
