GD-ML/GenMRP
收藏Hugging Face2026-03-06 更新2026-02-07 收录
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https://hf-mirror.com/datasets/GD-ML/GenMRP
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资源简介:
这是论文《GenMRP: 一种生成式多路径规划框架,用于高效和个性化的实时工业导航》的数据集。数据集包含以下特征类型:1. 链接特征:包括道路段属性,形状为K * 2 * N,关键特征有链接长度和链接车道宽度;2. 频率特征:记录用户过去三个月的旅行历史,形状为K * 2 * 10 * 7,关键特征有Delta Day和历史状态;3. 场景特征:表示路线推荐的上下文信息,形状为1 * 10,关键特征有请求时间和用户对起点和目的地的熟悉程度;4. 长特征:按时间顺序排列的一系列路线选择记录,形状为T * 31,关键特征有选择的路线特征和未选择的路线特征。
This is the dataset for our paper GenMRP: A Generative Multi-Route Planning Framework for Efficient and Personalized Real-Time Industrial Navigation. The dataset includes the following feature types: 1. Link Features: Includes the road segment attributes, shape K * 2 * N, key features like Link length and Link Lane width; 2. Frequency Features: Logs the users travel history within the past three months, shape K * 2 * 10 * 7, key features like Delta Day and History status; 3. Scene Features: Represent the contextual information of route recommendation, shape 1 * 10, key features like Request time and User familiarity with the origin and destination; 4. Long Features: A series of route selection records arranged in chronological order, shape T * 31, key features like Selected route features and Unselected route features.
提供机构:
GD-ML



