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Basic Robotic Behaviors and Odometry · LearnSpace
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Basic Robotic Behaviors and Odometry

Курс от University of Colorado Boulder
Средний≈ 28.3 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

"Basic Robotic Behaviors and Odometry" provides you with an introduction to autonomous mobile robots, including forward kinematics (“odometry”), basic sensors and actuators, and simple reactive behavior. This course is centered around exercises in the realistic, physics-based simulator, “Webots”, where you will experiment in a hands-on manner with simple reactive behaviors for collision avoidance and line following, state machines, and basic forward kinematics of non-holonomic systems. An overarching objective of this course is to understand the role of the physical system on algorithm design and its role as source of uncertainty that makes robots non-deterministic. If you are interested in getting started with robotics, this course is for you! This course can be taken for academic credit as part of CU Boulder’s MS in Computer Science degrees offered on the Coursera platform. These fully accredited graduate degrees offer targeted courses, short 8-week sessions, and pay-as-you-go tuition. Admission is based on performance in three preliminary courses, not academic history. CU degrees on Coursera are ideal for recent graduates or working professionals. Learn more: MS in Computer Science: https://coursera.org/degrees/ms-computer-science-boulder

Навыки, которые вы освоите

RoboticsSimulationsVirtual EnvironmentControl SystemsLinear AlgebraSimulation and Simulation SoftwareAutomationPython ProgrammingAlgorithms

Программа курса

5 модулей · 68 учебных материалов

01Getting Started24 материалов

Course Welcome

Course Updates and Accessibility SupportЧтениеIntroduction to the SpecializationВидеоEarn Academic Credit for your Work!ЧтениеCourse SupportЧтение

Учитесь у экспертов

Nikolaus Correll

Professor

Basic Robotic Behaviors and Odometry
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Обучение откроется на Coursera
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Обучение на Coursera

≈ 28.3 ч

5 модулей

Язык: Английский

Субтитры: Ория, Узбекский

Часть программы вашего университета
Assessment ExpectationsЧтение
AI Citation and AcknowledgementЧтение
Meet the InstructorВидео
Introduction to "Basic Robotic Behaviors and Odometry"Видео
Course ActivitiesЧтение
Introduce Yourself!Обсуждение

Weekly Video Lecture

Video Lecture Week 1: IntroductionВидео

Introduction to Robots

What is a Robot?ВидеоWhat is a Robot? ЧтениеThe First Industrial RobotЧтениеOn the Road to Autonomous CarsЧтениеAI Policy QuizЗаданиеWhat is a Robot? Задание

Introduction to Webots

Building a World in WebotsВидеоWebots - Collisions and PhysicsВидеоWebots User Guide PLUGINWhat Are Radians?ВидеоWebots Tutorials 1-3ЧтениеMore About CyberboticsВидеоHands-on: Controlling Motors Using Position or Velocity ControlЗадание
02Sensors and Actuators18 материалов

Weekly Video Lecture

Video Lecture Week 2: Sensors and ActuatorsВидео

Basic Actuators

Basic Actuators (Theory)ВидеоBasic Actuators (Practice)ВидеоActuators: ElectricЧтениеOther Types of ActuatorsЧтениеActuatorsЗадание

Basic Sensors

SensorsЧтениеSensors That Measure: Joint ConfigurationЧтениеSensors That Measure: Ego-MotionЧтениеSensors That Measure: ForceЧтениеSensors That Measure: DistanceЧтениеBasic Sensors - Distance SensorsВидеоBasic Sensors - Light SensorsВидеоGlobal Positioning SystemsЧтениеSensorsЗадание

Learning on Webots II

Webots Tutorial 4-6ЧтениеHands-on: Exploring Light SensorsЗадание

From Webots to Real Robots

From Webots to Real RoboticsЗадание
03Reactive Behaviors and State Machines8 материалов

Weekly Video Lecture

Video Lecture Week 3: Reactive Behaviors and State MachinesВидео

Reactive Behaviors and State Machines

Reactive Behavior - Collision AvoidanceВидеоReactive Behaviors - Compound BehaviorsВидеоFinite State MachinesВидеоTask ExecutionЧтениеTask Execution ЗаданиеIntroduction to Peer Review "Basic Reactive Behaviors"ВидеоBasic Reactive BehaviorsВзаимная проверка
04Coordinate Systems, Degrees of Freedom and Forward Kinematics11 материалов

Weekly Video Lecture

Video Lecture Week 4: Coordinate Systems, Degrees of Freedom, and Forward KinematicsВидео

Coordinate Systems and Degrees of Freedom

Coordinate Systems and the Right Hand Rule(s)ВидеоDegrees of FreedomВидеоKinematics of Standard WheelsВидеоCoordinate Systems and Degrees of Freedom ЧтениеRotation MatricesВидеоCoordinate Systems and Degrees of Freedom Задание

Simple Odometry in Webots

Setting Up the Line Following CourseВидеоHands-On Simple Odometry OverviewВидеоHands-on: Simple OdometryЗадание

Improve Odometry

Improving OdometryЗадание
05Localization with Odometry and Loop Closure7 материалов

Weekly Video Lecture

Video Lecture Week 5: Coordinate Transforms and OdometryВидео

Coordinate Transforms

Coordinate TransformsВидеоLocalization by Odometry and Loop Closure OverviewВидеоRobot Localization by Odometry and Loop Closure OverviewВзаимная проверкаLoop ClosureЗадание

Holonomy

Non-Holonomic Vehicle ExampleВидеоHolonomyЗадание