Artificial Intelligence Planning
University of Edinburgh via Coursera
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Overview
Class Central Tips
http://www.aiai.ed.ac.uk/project/plan/ooc/ (AI Planning Course Home Page)
http://bit.ly/aiplanmooc (Videos on YouTube)
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.
Syllabus
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 Exam week
Taught by
Gerhard Wickler and Austin Tate
Tags
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Reviews
3.9 rating, based on 7 reviews
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Kristina Šekrst completed this course and found the course difficulty to be hard.
This was a nice course, and I'm a bit sad this was its last iteration. It could be improved by adding more real-life examples of techniques mentioned, this kind of felt a bit too theoretical. There were three tracks, and this is great, so anybody could have find the level of engagement he wanted for the class. I'm giving it +1 star because they really tried to engage the students in different ways.
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Colin Khein completed this course.
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Juliano Ignacio completed this course.
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Hasan Kahraman completed this course.
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Bruno Lehouque completed this course.
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Ashlynn Pai completed this course.
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Rafael Prados is taking this course right now.