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所在平台: Udemy |
课程主页: https://www.udemy.com/course/artificial-intelligence-path-finding-algorithms/
课程评论：没有评论
**课程名称：** 人工智能：路径查找算法 **课程概述：** 本课程将深入探讨并实践三种核心的人工智能路径查找算法：深度优先搜索 (DFS)、广度优先搜索 (BFS) 以及 A* 搜索算法。我们将使用 Python 编程语言，从零开始实现这些算法，并将其应用于机器人路径规划问题，让机器人在房间中找到最优路径。课程内容具有通用性，可轻松迁移至其他领域的应用，如视频游戏开发等。 **课程特色：** * **实践性强：** 通过动手实现算法，加深对概念的理解。 * **应用广泛：** A* 算法在机器人、游戏、地图导航等领域应用广泛。 * **语言通用：** 虽然使用 Python，但实现方式允许轻松迁移至其他编程语言。 * **零基础入门：** 适合对人工智能感兴趣的学生、研究人员、开发者以及爱好者。 **将涵盖的概念：** * 深度优先搜索 (DFS) 及其实现 * 广度优先搜索 (BFS) 及其实现 * A* 路径搜索算法及其实现 * 人工智能在机器人和视频游戏中的应用 * 树的遍历（深度和广度） * 图的遍历 **先修要求：** 具备 Python 基础编程技能。 **开启人工智能之旅，从路径查找算法开始！**
In this course, we will discover and implement three main artificial intelligence algorithms for finding paths in grids, graphs or trees.We will implement:The depth-first-first algorithm (DFS)The breadth-first algorithm (BFS)The A* search algorithmWe will apply these different algorithms to a robotics problem, enabling a robot to find its path in a room. Beyond robotics, these algorithms are ubiquitous and we will implement them in a generic way, allowing you to apply them to other problems.This course is taught using the Python programming language and requires basic programming skills. If you do not have the required knowledge, I recommend that you brush up on your programming skills by taking a crash course in programming. Although Python is used, we will implement the various algorithms from scratch, which will allow you to easily implement them in other programming languages.This course is primarily aimed at students, researchers, and developers who would like to add artificial intelligence to their projects, as well as artificial intelligence enthusiasts.Concepts covered:The depth-first-first algorithm (DFS) and its implementationThe breadth-first algorithm (BFS) and its implementationThe A* path search algorithm and its implementationArtificial intelligence in robotics and video gamesTree traversal (depth and width)Graph traversalDon't wait any longer before jumping into the world of artificial intelligence!
