AI Principles - Introduction
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