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Robotic Path Planning and Task Execution
Coursera
Course
Unknown

Robotic Path Planning and Task Execution

University of Colorado Boulder

Learn robot path planning using advanced search algorithms and implement task sequences with behavior trees for autonomous mobile manipulation.

Unknown5 weeksEnglish

About this Course

This course, which is the last and final course in the Introduction to Robotics with Webots specialization, will teach you basic approaches for planning robot trajectories and sequence their task execution. In "Robotic Path Planning and Task Execution", you will develop standard algorithms such as Breadth-First Search, Dijkstra's, A* and Rapidly Exploring Random Trees through guided exercises. You will implement Behavior Trees for task sequencing and experiment with a mobile manipulation robot "

What You'll Learn

  • Use discrete planning techniques such as Dijkstra and A to compute optimal robot trajectories
  • Implement complex sequences of behaviors using behavior trees
  • Plan and implement a complex robotic controller for autonomous mobile manipulation behavior

Instructors

N

Nikolaus Correll

Computer Science

Topics

Graph Theory
Robotics
Data Structures
Algorithms
Artificial Intelligence
Computer Vision
Python Programming

Course Info

PlatformCoursera
LevelUnknown
PacingUnknown
PriceFree

Skills

نظرية الرسوم البيانية
الروبوتات
هياكل البيانات
الخوارزميات
الذكاء الاصطناعي
رؤية الحاسوب
برمجة بايثون

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