overviewAI - Meetup

blabbedharborIA et Robotique

23 févr. 2014 (il y a 8 années et 9 jours)

329 vue(s)

Overview of Artificial

Junling Hu

Bay Area AI Meetup, February 11, 2007

Cognitive abilities of a computer


computer vision


Speech recognition


Speech generation




intelligent reasoning

Logic inference

Learning (improve through experience)


Decision making

Computer Vision

Boundary Detection

Vision Applications:

Traffic monitoring

Surveillance: camera monitor
intruders or walking suspect

Facial detection

Application of Speech Cognition


Customer service

Historical archive

Natural language processing

Grammar: universal grammar

Semantic understanding

Knowledge representation

User Intention modeling

Application of Natural language

Machine translation

Web application

Information retrieval

Document summary

Informational Search


Uncertainty Reasoning

Probability representation

Bayesian Network

Hidden Markov model



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

Toy Story


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,…