遇见数据集

NCA-generated Environments

收藏
arXiv2025-09-30 收录
官方服务:

资源简介:

该数据集包含了由神经细胞自动机生成的环境,旨在评估多机器人系统在仓储和制造业领域的表现。这些环境被设计为在任意规模下都能保持一致的图案,从而提高了多代理系统的可扩展性。数据集提供了两种规模的环境:S和S_eval,测试中涉及多达2,350个机器人。其任务是对各种环境中的多机器人系统进行优化与评估。

This dataset comprises environments generated by neural cellular automata, intended to evaluate the performance of multi-robot systems in warehousing and manufacturing domains. These environments are designed to maintain consistent patterns across any scale, thereby enhancing the scalability of multi-agent systems. The dataset offers two environment scales: S and S_eval, with up to 2,350 robots participating in the associated tests. Its core task is to optimize and evaluate multi-robot systems across various environments.

提供机构:
Authors of the paper
二维码
社区交流群
二维码
科研交流群
商业服务