infinite-dataset-hub/BFS_LabyrinthExploration

---
license: mit
tags:
- infinite-dataset-hub
- synthetic
---

# BFS_LabyrinthExploration

tags: problem-solving, maze, navigation

_Note: This is an AI-generated dataset so its content may be inaccurate or false_

**Dataset Description:** The dataset `BFS_LabyrinthExploration` comprises various scenarios where individuals encounter labyrinthine challenges that necessitate the application of Breadth First Search (BFS) for navigation and problem-solving. These scenarios are detailed in a CSV format to facilitate machine learning tasks aimed at identifying when BFS is a suitable strategy for maze exploration.

**CSV Content Preview:**

```
id,description,labels
1,"Exploring a complex network of underground tunnels, devoid of any guiding signs, and in need of a systematic method to ensure no paths are missed.",BFS_Applicable,Problem_Solving
2,"In a novel, the protagonist must find their way out of an intricate castle maze, which was designed by a rival character. The maze has no exit until the protagonist finds it by exploring all possible paths.",BFS_Necessary,Maze_Navigation
3,"An escape room with a physical maze that participants must navigate, where the clue to exit is hidden in the structure itself and requires exploring all areas methodically.",BFS_Essential,Problem_Solving
4,"Designing a robot to navigate a room filled with randomly placed obstacles and an exit point located in the least traveled path. The robot must use BFS to find the shortest path to the exit.",BFS_Recommended,Navigation_Challenge
5,"A historical fiction setting where adventurers must traverse a series of interconnected caves, using a methodical search to ensure they don't lose their way.",BFS_Vital,Adventure_Navigation
```

This CSV includes various descriptions of labyrinthine scenarios along with corresponding labels that indicate when Breadth First Search is necessary or recommended. Each row captures a different context in which humans might employ BFS to overcome a challenge related to maze navigation and problem-solving.

**Source of the data:**

The dataset was generated using the [Infinite Dataset Hub](https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub) and microsoft/Phi-3-mini-4k-instruct using the query 'situations where humans require breadth first search to solve a problem':

- **Dataset Generation Page**: https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub?q=situations+where+humans+require+breadth+first+search+to+solve+a+problem&dataset=BFS_LabyrinthExploration&tags=problem-solving,+maze,+navigation
- **Model**: https://huggingface.co/microsoft/Phi-3-mini-4k-instruct
- **More Datasets**: https://huggingface.co/datasets?other=infinite-dataset-hub

---
license: mit
tags:
- infinite-dataset-hub
- synthetic
---

# BFS_LabyrinthExploration

tags: problem-solving, maze, navigation

注：本数据集由AI生成，其内容可能存在不准确或虚假之处

**数据集描述：** 数据集`BFS_LabyrinthExploration`包含多种场景，其中个体面临迷宫类挑战，需应用广度优先搜索（Breadth First Search, BFS）进行导航与问题解决。这些场景以CSV格式详细记录，旨在支持机器学习任务——识别BFS何时是迷宫探索的合适策略。

**CSV内容预览：**

id,description,labels
1,"Exploring a complex network of underground tunnels, devoid of any guiding signs, and in need of a systematic method to ensure no paths are missed.",BFS_Applicable,Problem_Solving
2,"In a novel, the protagonist must find their way out of an intricate castle maze, which was designed by a rival character. The maze has no exit until the protagonist finds it by exploring all possible paths.",BFS_Necessary,Maze_Navigation
3,"An escape room with a physical maze that participants must navigate, where the clue to exit is hidden in the structure itself and requires exploring all areas methodically.",BFS_Essential,Problem_Solving
4,"Designing a robot to navigate a room filled with randomly placed obstacles and an exit point located in the least traveled path. The robot must use BFS to find the shortest path to the exit.",BFS_Recommended,Navigation_Challenge
5,"A historical fiction setting where adventurers must traverse a series of interconnected caves, using a methodical search to ensure they don't lose their way.",BFS_Vital,Adventure_Navigation

该CSV包含多种迷宫场景描述及对应标签，标签指示广度优先搜索何时为必要或推荐策略。每一行记录一个不同情境——人类可能在此情境中运用BFS克服迷宫导航与问题解决相关的挑战。

**数据来源：**

本数据集通过[infinite Dataset Hub](https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub)及microsoft/Phi-3-mini-4k-instruct模型生成，使用的查询词为‘situations where humans require breadth first search to solve a problem’：

- **数据集生成页面**：https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub?q=situations+where+humans+require+breadth+first+search+to+solve+a+problem&dataset=BFS_LabyrinthExploration&tags=problem-solving,+maze,+navigation
- **模型**：https://huggingface.co/microsoft/Phi-3-mini-4k-instruct
- **更多数据集**：https://huggingface.co/datasets?other=infinite-dataset-hub