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aspiringtokΤεχνίτη Νοημοσύνη και Ρομποτική

15 Οκτ 2013 (πριν από 3 χρόνια και 2 μήνες)

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1

Review
2


4
190.408

Artificial
Intelligence

Department of Computer Science and Engineering

Seoul National University


T
hursday
,
May 30
, 2013



Try to answer the following questions.
The
se

are
examples of
questions for the
final

exam. Also
be prepared for asking
related questions
.



1.

Distinguish the following learning tasks: supervised learning, unsupervised learning,
reinforcement learning. How they work? What are their typical
applications? Give
specific examples of application.



2.

Explain

the similarities, differences, and their properties of the following machine
learning algorithms: Memory
-
based learning (kNN), case
-
based learning, decision tees,
multilayer perce
ptrons



3.

Descr
ibe the structure and inference mechanisms for Bayesian networks. How are they
learned from data?




4.

What
are intelligent agents? What are their applications? Give specific examples.



5.

Describe the following cases of recent success stories of AI: IBM Watson, Apple Siri,
and Google Car. Explain its problem and solution methods.




(The end)