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Modern Robotics, Course 5: Robot Manipulation and Wheeled Mobile Robots , 西北大学

4.5
8 个评分
3 个审阅

课程信息

Do you want to know how robots work? Are you interested in robotics as a career? Are you willing to invest the effort to learn fundamental mathematical modeling techniques that are used in all subfields of robotics? If so, then the "Modern Robotics: Mechanics, Planning, and Control" specialization may be for you. This specialization, consisting of six short courses, is serious preparation for serious students who hope to work in the field of robotics or to undertake advanced study. It is not a sampler. In Course 5 of the specialization, Robot Motion Planning and Wheeled Mobile Robots, we delve into advanced topics in robotics. Chapter 12, Grasping and Manipulation, of the "Modern Robotics" textbook covers the modeling of kinematics and forces between rigid bodies in contact, and applies the modeling to analysis and planning of robot grasping and other manipulation tasks. Chapter 13, Wheeled Mobile Robots, covers modeling, motion planning, and feedback control of omnidirectional and nonholonomic wheeled mobile robots, and concludes by addressing control of mobile manipulators consisting of a wheeled mobile base and a robot arm. This course follows the textbook "Modern Robotics: Mechanics, Planning, and Control" (Lynch and Park, Cambridge University Press 2017). You can purchase the book or use the free preprint pdf. You will build on a library of robotics software in the language of your choice (among Python, Mathematica, and MATLAB) and use the free cross-platform robot simulator V-REP, which allows you to work with state-of-the-art robots in the comfort of your own home and with zero financial investment....
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3 个审阅

创建者 Pau Carre Cardona

Feb 19, 2019

Great course, really enjoyed! It's on the difficult side of the Coursera courses, but if you have engineering-level maths it shouldn't be a big deal. It's unnecessary to do the previous courses to do this one if you already have some practice with lie-groups robotics but it's often times not the case.

I recommend not to use their library at all and code your own code so that you learn more and get more out of the course.

The peer-graded assignments are the only big drawback. I think they should be automatically evaluated with a set of unit tests. Hopefully that will be sorted out at some point.

创建者 John Muth

Jan 12, 2019

Another very meaty course in this series. I enjoyed it a lot.

A word of warning though, I found this course to be a step up in terms of difficulty and time required compared to the previous 4. Very rewarding to get through but be forewarned.

创建者 Irina Reshodko

Jan 05, 2019

Positive: Very rigorous and thorough course. Has quizzes and programming assignments which have multiple languages supported.

Minus: The peer-reviewed assignments may take a long time to get graded due to small number of students. Also, the small number of students makes it almost impossible to get any help regarding the material. I have never seen the instructor replying to a student question which is not related to the courseware. The book has no solutions, so if you don't understand something, you are stuck.