overviewAI - Meetup

blabbedharborIA et Robotique

23 févr. 2014 (il y a 3 années et 6 mois)

84 vue(s)

Overview of Artificial
Intelligence

Junling Hu


Bay Area AI Meetup, February 11, 2007

Cognitive abilities of a computer


See

computer vision


Hear

Speech recognition


Speak

Speech generation


Move

Robots


Think

intelligent reasoning


Logic inference


Learning (improve through experience)


Planning


Decision making


Computer Vision


Boundary Detection

Vision Applications:


Traffic monitoring







Surveillance: camera monitor
intruders or walking suspect


Facial detection


Application of Speech Cognition


Dictation


Customer service


Historical archive

Natural language processing


Grammar: universal grammar


Semantic understanding


Knowledge representation


User Intention modeling

Application of Natural language
processing


Machine translation


Web application


Information retrieval


Document summary


Informational Search


Tutoring

Uncertainty Reasoning


Probability representation


Bayesian Network


Hidden Markov model


Inference


Learning

Machine Learning


Neural Network


Classification based on trees


Artificial Life, genetic algorithm


Reinforcement Learning


Application of machine leaning


Information Filtering agnet


Recommendation agent


Quality control


Data mining


Consumer pattern analysis


Criminal pattern


Sales forcast

Honda Asimo

Sony SDR

Robots in household


Lawn mower


Vacuum cleaner


Obstacle detection


Path planning


Robotic Soccer

Robots in space exploration


Mars Rover


Deep space traveling

Robot in Industry


Grape Harvesting


Cucumber Harvesting


Robots in medical domain


Hazardous area (under water, toxic waste,
chemical plant, space)


Precision driven work: robot surgery

AI and Entertainment


Computer games:


Strategy game


Character interaction



Movie: computer
animation


Toy Story


Shrek


AI and Education


Educational game and toys for children


Learning language and math


Learning problem solving


Intelligent tutor


Essay grading


TOEFL, essay writing

AI and healthcare


Intelligent helper for elders


Disease diagnosis based on DNA data
analysis and classification

AI and business service


Customer service


Virtual representative

History of AI


1950 Alan Turing’s paper


1956 Demonstration of the first running AI




program, the
Logic Theorist





the term “Artificial Intelligence” is created


1962 First industrial robot company was founded.


1960s programs solve algebra word program,







engaging in simple conversation


1970s Expert system appeared


1980s Neural network was widely adopted


1990s Intelligent tutoring, robots, vision, speech recognition



1997 Deep Blue beat the world chess champion)


2000+ Machine Learning applied to Web analysis



Decision making in data warehouse


Natural language interface in phone, cars,…