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1 - AI - Introduction (4 - The state of the art (Robot vehicles, Speech…
1 - AI - Introduction
4 -
The state of the art
Robot vehicles
Speech recognition
Autonomous planning and scheduling
Game playing
Spam fighting
Logistics planning
Robotics
Machine translation
3 -
The history of AI
Gestation
(1943-1955)
McCulloch & Pitts
model of artificial neurons (on and off)
Minsky
Turing
Birth
(1956)
Newell & Simon -
Logic Theorist
(LT)
Enthusiasm
(1952-1969)
Jon McCarthy - 1958
Lisp
time sharing
Advice Taker
Return of neural networks
(1986-present)
back propagation
connectionists
AI adopts the scientific method
(1987-present)
revolution in
content
and
methodology
HMMs
data mining
Bayesian network
1 -
What is AI?
Acting humanly
Thinking humanly
Thinking rationally
Acting rationally
2 -
The foundations of AI
Mathematics
logic
Boolean logic (1847)
first-order logic (1879)
computation
incompleteness theorem
computability
tractability
NP-completeness
probability
Economics
utility
decision theory
game theory
Neuroscience
neurons
mapping (brain's areas, body parts)
differences between brains and digital computers