人工智能(H)

(赵耀)CS3112024春  
2024春
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选课类别:课内实验 教学语言:双语
课程类别:专业核心课 开课单位:计算机科学与工程系
课程层次:本科 获得学分:3.0
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课程简介(教工部数据)
本课程将介绍人工智能比较重要的若干专题,包括搜索、博弈、约束满足、逻辑、机器学习和自然语言理解。学生在课程中需要完成两至三个编程项目,编程语言可以是Java或Python或其他,并确保自己的程序可以正确运行。本课程的目的是希望通过理论学习和实验,使得同学们可以掌握人工智能常用模型和算法,并熟练运用到实际问题中,也为后续学习更高级的课程和相关研究打下基础。 


The course is an introductionto AI for undergraduate students. Artificial Intelligence (AI) is a big field,we will try to explore the most important topics of the field, whichencompasses search, game, constraint satisfaction problem (CSP), logic, machinelearning, and natural language processing (NLP), and we will go into somedepth. We will have 2 or 3 mini-projects in this course, and the programinglanguage can be Java or Python. The students’ programs will be partiallyautomatically graded, so they must be written to run on the computers. The goalis to provide every student who takes the course a basic set of ideas and toolsto employ on AI, and to be able to pursue advanced study and research in thefield if desired.
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