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University of Toronto

Motion Planning for Self-Driving Cars

Welcome to Motion Planning for Self-Driving Cars, the fourth course in University of Toronto’s Self-Driving Cars Specialization. This course will introduce you to the main planning tasks in autonomous driving, including mission planning, behavior planning and local planning. By the end of this course, you will be able to find the shortest path over a graph or road network using Dijkstra's and the A* algorithm, use finite state machines to select safe behaviors to execute, and design optimal, smooth paths and velocity profiles to navigate safely around obstacles while obeying traffic laws. You'll also build occupancy grid maps of static elements in the environment and learn how to use them for efficient collision checking. This course will give you the ability to construct a full self-driving planning solution, to take you from home to work while behaving like a typical driving and keeping the vehicle safe at all times. For the final project in this course, you will implement a hierarchical motion planner to navigate through a sequence of scenarios in the CARLA simulator, including avoiding a vehicle parked in your lane, following a lead vehicle and safely navigating an intersection. You'll face real-world randomness and need to work to ensure your solution is robust to changes in the environment. This is an intermediate course, intended for learners with some background in robotics, and it builds on the models and controllers devised in Course 1 of this specialization. To succeed in this course, you should have programming experience in Python 3.0, and familiarity with Linear Algebra (matrices, vectors, matrix multiplication, rank, Eigenvalues and vectors and inverses) and calculus (ordinary differential equations, integration).

状态:Predictive Modeling
状态:Scenario Testing
高级设置课程小时

精选评论

IY

5.0评论日期:Feb 9, 2021

You will learn a lot if you are interested in motion and trajectory planning. I must state that it is challenging and fun.

YC

5.0评论日期:Oct 19, 2020

this course give me brief knowledge about motion planning and also help me to brush up my knowledge

CB

5.0评论日期:Oct 23, 2022

E​xcellent combination of advanced and introductory concepts, good material references.

FM

5.0评论日期:Mar 31, 2020

Overall, the content is great ! It would be better if there was a programming assignment for each Week !

ND

5.0评论日期:Oct 21, 2019

It was really well informative course and the assignments and projects were really helped me to understand the in real scenario implementation.Thanks.

MM

5.0评论日期:Jan 31, 2021

one hell of a joueny! thanks to everyone involved now I have been able to pass a course in a field that i love! Thank you so much coursera for giving me the oppurtunity! XD

YD

5.0评论日期:Feb 4, 2020

The course is very good for the basic knowledge of self driving. There are a lot of good examples of different parts. I have learned a lot from it. Thank you for your excellent job!

UP

5.0评论日期:Dec 5, 2019

Very nice course. Very good to start with but the supplementary reading is a must.

AA

5.0评论日期:Aug 4, 2020

excellent course, just for the final project I was expecting a harder one

RB

5.0评论日期:Jan 18, 2020

Amazing journey came to an end. Than you Prof Waslander and Prof Kelly.

JP

5.0评论日期:Jul 20, 2020

really good course. explained every clearly. Thanks for such a great course.

NP

5.0评论日期:Oct 20, 2019

The final project gives a great overview into the challenges needed for a full fledged self driving car

所有审阅

显示:20/89

Abdulwahab Alkeilani
3.0
评论日期:Apr 16, 2020
D.B
1.0
评论日期:Apr 5, 2020
Mohammad Naeim Moradi
5.0
评论日期:Feb 1, 2021
Irfan Khan
5.0
评论日期:Sep 14, 2019
Ali VEREP
5.0
评论日期:Apr 13, 2020
Ka Wah Philip Ng
5.0
评论日期:Dec 1, 2020
Nikhil Dantkale
5.0
评论日期:Oct 22, 2019
Jaswanth N
5.0
评论日期:Aug 14, 2020
Vijay Samula
5.0
评论日期:May 7, 2020
Nejc Deželak
2.0
评论日期:May 29, 2020
robert crone
5.0
评论日期:Jan 30, 2021
Prakhar Jain
5.0
评论日期:Aug 20, 2020
Yashasvi Suryavansh
5.0
评论日期:Jul 17, 2020
Miguel Moises Agueda-Cabral
5.0
评论日期:Oct 19, 2020
Kieren Samarakoon
5.0
评论日期:Mar 25, 2025
nicholas moy
5.0
评论日期:Aug 20, 2019
Joachim Schmidtchen
5.0
评论日期:Jun 23, 2019
Maksym Bondarenko
5.0
评论日期:Jul 14, 2019
Eric Jiang
5.0
评论日期:Dec 14, 2021
Kosinski Karol
5.0
评论日期:Jun 21, 2020