Artificial Intelligence Planning

开始时间: 01/12/2015 持续时间: 7 weeks

所在平台: Coursera

课程类别: 计算机科学

大学或机构: The University of Edinburgh(爱丁堡大学)

授课老师: Gerhard Wickler Austin Tate

   

课程主页: https://www.coursera.org/course/aiplan

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课程详情

The course aims to provide a foundation in artificial intelligence techniques for planning, with an overview of the wide spectrum of different problems and approaches, including their underlying theory and their applications. It will allow you to:

  • Understand different planning problems
  • Have the basic know how to design and implement AI planning systems
  • Know how to use AI planning technology for projects in different application domains
  • Have the ability to make use of AI planning literature

Planning is a fundamental part of intelligent systems. In this course, for example, you will learn the basic algorithms that are used in robots to deliberate over a course of actions to take. Simpler, reactive robots don't need this, but if a robot is to act intelligently, this type of reasoning about actions is vital.

课程大纲

Week 1: Introduction and Planning in Context
Week 2: State-Space Search: Heuristic Search and STRIPS
Week 3: Plan-Space Search and HTN Planning 
One week catch up break
Week 4: Graphplan and Advanced Heuristics
Week 5: Plan Execution and Applications

课程评论(1条)

0

wzyer 2013-05-17 08:25 0 票支持; 0 票反对

Planning嘛,看到题目就想到了A*。不过学过这门课了才发现实际应用中的算法还是很多的,除了状态空间搜索,还有策略空间搜索等等很多办法。这门课程的内容很多,视频量很大,我险些就放弃了。但是作业倒不多,作业和考试挺有挑战性的。

Deep Learning Specialization on Coursera

课程简介

The course aims to provide a foundation in artificial intelligence techniques for planning, with an overview of the wide spectrum of different problems and approaches, including their underlying theory and their applications.

课程标签

人工智能 爱丁堡大学

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