Integrated Intelligence in Robotics: Vision, Language, and Planning

Faculty
Nikolaos Mavridis
Founder and Director of Interactive Robots and Media Lab (IRML)
Course length
Duration
Total hours
Credits
Language
Course type
Fee for single course
Fee for degree students
Skills you’ll learn
Overview
In a significant number of modern application areas, there is the need for robots that have combined abilities
of perception, language, and planning.
Perceptual needs often include advanced vision as well as human-centered vision; examples include
targeting action/activity and affective state recognition. Language is often part of a wider repertoire of fluid
interaction with humans, including advanced natural language dialogue capabilities, often augmented with
elements of non-verbal language. Furthermore, requirements for Planning algorithms often include advanced
human-aware planning, including socially-aware motion planning as well as planning techniques enabling
collaboration. As such, special methodologies and techniques arising from the field of Human-Robot
Interaction studies, as well as social robotics and human-robot teams, are becoming increasingly important
towards the creation of such systems.
In this course, after a contextualization of robotics in a wider space and an introduction of certain relevant
notions from the cognitive sciences, we will examine the above four areas, and engage in hands-on mini
projects in order to provide practical skills as well as the opportunity to provide more depth towards
sub-areas that are better matched to each specific student’s background and interests.
Learning highlights
- CLO1: Demonstrate understanding of fundamental concepts related to verbal and non-verbal human-robot interaction, machine perception, and human-aware planning.
- CLO2: Analyze, synthesize, evaluate, and critically assess small-scale intelligent robots, systems with various embodiments, and relevant sub-systems, with a range of capabilities including verbal and non-verbal human-robot interaction, machine perception, and human-aware planning.
- CLO3: Design and implement small-scale embodied systems and/or subsystems that exhibit one or a mixture of human-robot interaction, human- or environment-aware perception, and human-aware planning.
Course outline
4 classes
Session 1
Introduction to the course
Session 2
Contextualization of Intelligent Robotics and Project Definition
Session 3-5
Verbal and non-verbal interaction
Session 6-7
Advanced Perception
Prerequisites
This course is one of three in a wholistic series.
Students that have already taken MSL-111 and those with prior experience with HTML, CSS, and Javascript building simple web pages will be good candidates for this module.
Dr. Nikolaos Mavridis, PhD from the Massachusetts Institute of Technology, is an academic and consultant specializing in the fields of Artificial Intelligence and Robotics. He is the founder and director of the Interactive Robots and Media Lab (IRML) and has served in various professor positions, including NYU Poly and AD, Innopolis University, and UAEU. He has been a four-time TEDx speaker, as well as a speaker at Singularity University, and is also a pro-bono contributor to a number of organizations. His interests include human-robot interaction, machine learning, cognitive systems, and he has more than 80 peer-reviewed academic publications. Nikolaos is a member of the MIT Educational Council, a mentor for the MIT Enterprise Forum, and is frequently invited for keynote talks worldwide.
See full profileApply for this course
Integrated Intelligence in Robotics: Vision, Language, and Planning
by Nikolaos Mavridis
Total hours
45 Hours
Dates
Nov 25 - Dec 13, 2019
Fee for single course
€1500
Fee for degree students
€750
How to secure your spot
Complete the form below to kickstart your application
Schedule your Harbour.Space interview
If successful, get ready to join us on campus
FAQ
Will I receive a certificate after completion?
Yes. Upon completion of the course, you will receive a certificate signed by the director of the program your course belonged to.
Do I need a visa?
This depends on your case. Please check with the Spanish or Thai consulate in your country of residence about visa requirements. We will do our part to provide you with the necessary documents, such as the Certificate of Enrollment.
Can I get a discount?
Yes. The easiest way to enroll in a course at a discounted price is to register for multiple courses. Registering for multiple courses will reduce the cost per individual course. Please ask the Admissions Office for more information about the other kinds of discounts we offer and what you can do to receive one.