AI Principles - Introduction

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Pragmatic development of computer program

Based on rationality and combining mathematics and computer engineering

System that think rational

Perceive, reason, and act

System that act like human

Perform functions that requires human

NLP automated reasoning computer vision understanding real-world(scenes) Knowledge representation Machine learning robotics

To pass the test computer needs to have capabilities :

Scientific goal

Understand the principles that makes intelligent behavior possible.

Rational agent

act to achieve best outcome when there's uncertainty.

Aristotle (right thinking)

always give correct conclusion given correct premises. Represents the world via logic

Cognitive Science

combination of computer models from AI and experimental techniques from psychology to construct testable theories of human minds

Engineering goal (Cognitive)

design intelligent artifacts.

Scientific goal

design, build and experiment with computational systems.

Agent

operate autonomously, adapt to change

Engineering goal (Cognitive)

understand what kind of computational mechanism are needed.

artificial intelligence

AI is a field of computer science that simulates human performance to make a computer reasons in a manner similar to humans

Artificial Intelligence

Ability to simulate human behavior and cognitive processes

System that think like human

Associate with activities like: Problem solving, decision making.

Information

Data + Context

Bionic

Focus on humans and based on empirical knowledge acquired during different experiments.

Turing test

If a machine can engage in a conversation with a human without being detected as a machine, it has demonstrated human intelligence.

Knowledge

Information + Experience

System that acts rational

Intelligent behavior

Thinking humanly (cognitive approach)

Involves trying to understand human thoughts and effort to build machines that emulates human though processes.

Thinking

Is the activity of using brain to create an idea or solve a problem.

Wisdom

Knowledge + Vision

Thinking Humanly

The Cognitive Modeling Approach is from which school of thought

Thinking Rationally

The Law of thought approach is from which school of thought

Acting Humanly

The Turing Test approach is from which school of thought

Artificial Intelligence

The ability to comprehend large amounts of data quickly

Human Intelligence

The ability to demonstrate their intelligence by communicating effectively

Intelligence

The ability to learn about, learn from, understand about, and interact with one's environment (ability to understand)

Acting Rationally

The rational Agent approach is from which school of thought


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