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AI
“The study of how to make computers
do things at which, at the moment,
people are better.” (Rich and Knight)
Approaches of AI
• Acting Humanly
• Thinking Humanly
• Thinking Rationally
• Acting Rationally
What is Artificial Intelligence ?
Systems that act
rationally
Systems that think
like humans
Systems that think
rationally
Systems that act
like humans
THOUGHT
BEHAVIOUR
HUMAN RATIONAL
Systems that act like humans
• These cognitive tasks include:
– Natural language processing
• for communication with human
– Knowledge representation
• to store information effectively & efficiently
– Automated reasoning
• to retrieve & answer questions using the stored
information
– Machine learning
• to adapt to new circumstances
What is Artificial Intelligence ?
Systems that act
rationally
Systems that think
like humans
Systems that think
rationally
Systems that act
like humans
THOUGHT
BEHAVIOUR
HUMAN RATIONAL
What is Artificial Intelligence ?
Systems that act
rationally
Systems that think
like humans
Systems that think
rationally
Systems that act
like humans
THOUGHT
BEHAVIOUR
HUMAN RATIONAL
What is Artificial Intelligence ?
Systems that act
rationally
Systems that think
like humans
Systems that think
rationally
Systems that act
like humans
THOUGHT
BEHAVIOUR
HUMAN RATIONAL
Systems that act rationally:
“Rational agent”
• Rational behavior: doing the right thing
• The right thing: that which is expected to
maximize goal achievement, given the
available information
• Giving answers to questions is ‘acting’.
• Logic  only part of a rational agent, not all of
rationality
– Sometimes logic cannot reason a correct
conclusion
– At that time, some specific (in domain) human
knowledge or information is used
• Artificial
– Produced by human art or effort, rather than
originating naturally.
• Intelligence
– is the ability to acquire knowledge and use it" [Pigford
and Baur]
• So AI was defined as:
– AI is the study of ideas that enable computers to
be intelligent.
– AI is the part of computer science concerned with
design of computer systems that exhibit human
intelligence(From the Concise Oxford Dictionary)
Goals of AI
• To make computers more useful by letting
them take over dangerous or tedious tasks
from human
• To Understand principles of human
intelligence
State of the Art
• Robotic vehicles
• Speech recognition
• Autonomous planning and scheduling:
• Game playing:
• Spam fighting
• Logistics planning:
• Robotics:
• Machine Translation
AI Applications
• Autonomous Planning & Scheduling:
– Analysis of data:
AI Applications
• Medicine:
– Image guided surgery
AI Applications
• Medicine:
– Image analysis and enhancement
AI Applications
• Transportation:
– Autonomous
vehicle control:
AI Applications
• Transportation:
– Pedestrian detection:
AI Applications
Games:
AI Applications
• Games:
AI Applications
• Robotic toys:
• Robotic Vaccum Cleaners
https://www.youtube.com/watch?v=7yKwVcEj
iiE
• Home Assistant
https://www.youtube.com/watch?v=c7N5UDZ
X7TQ

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Approaches of AI.pptx

  • 1. AI “The study of how to make computers do things at which, at the moment, people are better.” (Rich and Knight)
  • 2. Approaches of AI • Acting Humanly • Thinking Humanly • Thinking Rationally • Acting Rationally
  • 3. What is Artificial Intelligence ? Systems that act rationally Systems that think like humans Systems that think rationally Systems that act like humans THOUGHT BEHAVIOUR HUMAN RATIONAL
  • 4.
  • 5.
  • 6.
  • 7.
  • 8. Systems that act like humans • These cognitive tasks include: – Natural language processing • for communication with human – Knowledge representation • to store information effectively & efficiently – Automated reasoning • to retrieve & answer questions using the stored information – Machine learning • to adapt to new circumstances
  • 9. What is Artificial Intelligence ? Systems that act rationally Systems that think like humans Systems that think rationally Systems that act like humans THOUGHT BEHAVIOUR HUMAN RATIONAL
  • 10.
  • 11.
  • 12. What is Artificial Intelligence ? Systems that act rationally Systems that think like humans Systems that think rationally Systems that act like humans THOUGHT BEHAVIOUR HUMAN RATIONAL
  • 13.
  • 14.
  • 15. What is Artificial Intelligence ? Systems that act rationally Systems that think like humans Systems that think rationally Systems that act like humans THOUGHT BEHAVIOUR HUMAN RATIONAL
  • 16. Systems that act rationally: “Rational agent” • Rational behavior: doing the right thing • The right thing: that which is expected to maximize goal achievement, given the available information • Giving answers to questions is ‘acting’. • Logic  only part of a rational agent, not all of rationality – Sometimes logic cannot reason a correct conclusion – At that time, some specific (in domain) human knowledge or information is used
  • 17.
  • 18.
  • 19. • Artificial – Produced by human art or effort, rather than originating naturally. • Intelligence – is the ability to acquire knowledge and use it" [Pigford and Baur] • So AI was defined as: – AI is the study of ideas that enable computers to be intelligent. – AI is the part of computer science concerned with design of computer systems that exhibit human intelligence(From the Concise Oxford Dictionary)
  • 20. Goals of AI • To make computers more useful by letting them take over dangerous or tedious tasks from human • To Understand principles of human intelligence
  • 21. State of the Art • Robotic vehicles • Speech recognition • Autonomous planning and scheduling: • Game playing: • Spam fighting • Logistics planning: • Robotics: • Machine Translation
  • 22.
  • 23.
  • 24. AI Applications • Autonomous Planning & Scheduling: – Analysis of data:
  • 25. AI Applications • Medicine: – Image guided surgery
  • 26. AI Applications • Medicine: – Image analysis and enhancement
  • 27. AI Applications • Transportation: – Autonomous vehicle control:
  • 32. • Robotic Vaccum Cleaners https://www.youtube.com/watch?v=7yKwVcEj iiE • Home Assistant https://www.youtube.com/watch?v=c7N5UDZ X7TQ