AI Definitions

Sub-Fields & Problems

Agents and their types

AI-related Careers

References

1.Think like Humans

"The exciting new effort to make

computers think ... machines with

minds, in the full and literal sense."

(Haugeland, 1985)

"[The automation of] activities that we

associate with human thinking, activities

such as decision-making, problem

solving, learning ..." (Bellman, 1978)

2.Act like Humans

"The study of how to make computers

do things at which, at the moment,

people are better." (Rich and Knight,

1991)

"The art of creating machines that per-

perform functions that require

intelligence when performed by

people." (Kurzweil, 1990)

3.Think Rationally

"The study of mental faculties through

the use of computational models."

(Charniak and McDermott, 1985)

"The study of the computations that

make it possible to perceive, reason,

and act.“ (Winston, 1992)

4.ACT Rationally

"Computational Intelligence is the

study of the design of intelligent

agents.“ (Poole etal, 1998)

"AI ... is concerned with intelligent be-

behavior in artifacts." (Nilsson, 1998)

Reasoning & Problem Solving

•AI helps reducing this …•Some Problems require enormous

amount of memory and processing time

Knowledge Representation

•A Mild Question !•How Can I teach what I understand to

the computer ?

Planning

•Online & offline !•Two Types of Planning !

Learning

•Supervised, Unsupervised and

Reinforcement Learning !

•Types of Learning !

•Neural Networks

Natural Language Processing

•Thousands of languages for the

computer to understand yet.•This will lead to marvelous

contributions

Robotics

•Most Visible AI application •Hmm nice fight !

Computer Vision

•Understand what a photo says ! •Or a Video !

Speech Recognition

•You just order. •Can you hear me ?

Social Intelligence

•All kinds of Emotions … •But still no soul !

Creativity

•How ??? •Most people think its impossible …

General Intelligence

•Towards the Singularity !

•The Matrix

•The Power of Forgetting Nothing !

•Smarter than Man ?

Reflex Agents

Model - Reflex Agents

Model Based GOAL-Based Agents

Model– Based Utility-Based Agents

Knowledge Engineer

Expert System s Developer

Game AI Developer

Game Play Developer

Robotics System Engineer

Lisp Programmer

Natural Language Processing Architect

Computational Linguist

Data Miner

Database Analyst

Data Warehouse Architect

Prolog Programmer

Search Engineer

Data Conversion Engineer

Business

Intelligence

Expert

Computer Vision EngineerVisual Computing Expert

Speech Architect

Artificial Intelligence Researcher

Web Intelligence Developer

Artificial Intelligence – A Modern Approach – Stuart Russell and Peter

Norvig

Omar’s Brain www.omarsbrain.wordpress.com

Linkedin.com

Wikipedia