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Development Software Engineering Robotics

Autonomous Robots: Path Planning

Use A* Search (A-star Search) to find a route between any two locations in New York City, just like Google Maps does!
Rating: 4.5 out of 54.5 (47 ratings)
7,296 students
Created by Daniel Stang, MSc
Last updated 4/2020
English
English [Auto]
30-Day Money-Back Guarantee

What you'll learn

  • Enough about A* Search (A-star) and Path Planning to defend it in an interview
  • General robotics systems knowledge
  • Python and its usefulness in robotics

Course content

6 sections • 19 lectures • 3h 37m total length

  • Preview16:13
  • Preview01:19
  • Conda Environments
    04:07
  • Preview16:54
  • Assignment 0 - Intro
    06:06

  • BFS and DFS Intro
    10:47
  • BFS and DFS Implementation
    21:51
  • Assignment 1 - Intro
    14:51
  • Assignment 1 - Solution
    21:04

  • A* Search Intro
    15:58
  • Assignment 2 - Intro
    06:38
  • Assignment 2 - Solution 1
    14:13
  • Assignment 2 - Solution 2
    09:03

  • New York City Intro
    03:34
  • Assignment 3 - Intro
    09:06
  • Assignment 3 - Solution
    05:34

  • Assignment 4 - Intro
    22:11
  • Assignment 4 - Solution
    13:18

  • Outro
    05:06

Requirements

  • No Python or programming experience required. I'll teach you everything you need to know.

Description

Ever Wondered How Google Maps Calculates the Route To Your Destination? Learn How To Design A Path Planning System of Your Own!

Knowing how to plan a path between your current location and your goal is an essential skill whether its for a self-driving car / autonomous vehicle, a roomba, or even an app like Uber, Waze, or Google Maps.

In this course you won't just learn concepts but will also have a chance to implement, test, and a see the results of your work in real time. For the final project of this course you will need to plan a path between any two locations in New York City. Like Frank Sinatra says, if you can plan a path there, you can plan one anywhere!

With this course, you can level up your knowledge, add an additional skill to your robotics arsenal, and do it all through a program that feels more like a game than it does a class.

This course will teach the A* search algorithm, which is a fundamental robotics algorithm. This algorithm is so fundamental it was even used on the very first mobile robot, Shakey the Robot.

What are you waiting for?

Enroll now and see what you can learn.

Who this course is for:

  • Current or future Roboticists looking to learn about a core part of the robotics software stack

Instructor

Daniel Stang, MSc
Robotics Software Engineer
Daniel Stang, MSc
  • 4.4 Instructor Rating
  • 1,081 Reviews
  • 31,661 Students
  • 7 Courses

I have a masters degree in Mechanical Engineering which I earned for my research in control system design for automotive applications. 

My first job out of school I was responsible for designing motion controllers and stabilization systems for military tank turrets.

I previously wrote robotic software for a startup based out of Toronto Canada.

I currently write software for autonomous vehicles in California.

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