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CZECH TECHNICAL UNIVERSITY IN PRAGUE
STUDY PLANS
2020/2021

Advanced Algorithms 2

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Code Completion Credits Range Language
18UIA2 Z 2 1+1 Czech
Lecturer:
Vladimír Jarý
Tutor:
Vladimír Jarý
Supervisor:
Department of Software Engineering
Synopsis:

The lecture covers selected algorithms of the artificial inteligence and construction of autonomous robot.

Requirements:

18ZALG, 18PRC1, 18UIA1

Syllabus of lectures:

1. Probability methods in the artificial inteligence

2. Machine learning

3. Planning

4. Computer vision

5. PID regulators

6. Data mining

Syllabus of tutorials:

1. Bayes networks

2. Data processing from simple sensors

3. Computer vision

4. Line tracing

5. Application of PID regulators

6. Data mining

Study Objective:

The students shall learn advanced algorithms of the artificial inteligence. These algorithms shall be applied during the construction of autonomous robots.

Study materials:

[7] P. Norvig, S. Thrun: Introduction to Artificial Intelligence, https://www.udacity.com/course/cs271

Note:
Further information:
http://kmlinux.fjfi.cvut.cz/~jaryvlad/vyuka/
Time-table for winter semester 2020/2021:
Time-table is not available yet
Time-table for summer semester 2020/2021:
Time-table is not available yet
The course is a part of the following study plans:
Data valid to 2021-03-01
For updated information see http://bilakniha.cvut.cz/en/predmet2917006.html