B4B36ZUI / BE4B36ZUI -- Introduction to Artificial Intelligence

The goal of this subject is to introduce the basics of symbolic artificial intelligence. We will cover the algorithms of informed and uninformed state space, problem solving methods, reinforcement learning, knowledge representation and (sequential) decision making under uncertainty.

Course

Lectures:

Viliam Lisý d293a37ac14639b6abe01c39c2b993af326b0479.jpg, Branislav Bošanský 606b5f296e6078827767959f34300998eccac573.jpg

Seminars:

Petr Tomášek 2ea3fccc340e6e616fee08ab55abe56a65ab3e5a.jpg, Ondřej Kubíček , Karolina Drabent , Herbert Ulrich 5c90e63b755826fc1744de38a4656f90d5be246b.jpg, Xuzhe Dang bfa72d165698b09312dc7efbeab66a4c981f22ad.jpg

Time tables: Czech English

BRUTE - homework submissions

Labs Notebooks (Google drive)

Homework Assignments

The students can gain at most 30 points for homework assignments. In order to get the credit (zápočet), they have to submit each task for at least 5 points (before the penalisation for late submissions - penalisation does not prevent getting the credit) and gain at least 15 points for home works overall.

Penalisation for late submission:

  • less than 24h after the deadline – losing 20% points
  • more than 24h after the deadline – losing 100% points
Task Deadline Points Minimal points
Task 1: Path planning (A*) TBA 10 5
Task 2: Reinforcement Learning TBA 10 5
Midterm Test TBA (your lab) 15 0
Task 3: Playing a two-player game TBA 10 5

Always work on your assignments individually. Plagiarism is being detected and it is not tolerated. If you have an objective reason for difficulties with finishing the assignment on time, contact us, please.

Midterm Test

In the middle of the semester, there will be a test similar to the final exam for 15 points.

Successfully passing the subject and the final evaluation

  • Getting the credit (zápočet)
  • Passing the final exam
  • The sum of the points for the final exam, midterm exam, and home works determines the final grade (50-59p. = E, …, 90-100p. = A).

Final Exam

The final exam is for up to 55 points:

  • the exam is in the written form
  • the students must gain at least 28 points to pass the exam
  • the students with overall sum of scores over 80 for the whole subject will have to pass also brief oral examination to defend the grade
  • the topics of the questions for the exam are given by the slides, however, the slides are not meant to be the primary study materials and are not self-explanatory
  • you can use a calculator during the exam (not a mobile phone, no other materials)

Example past exam tests (since there was a larger change of topics in 2020/2021 and we are gradually updating the content, these can be outdated)

Exam dates:

  • 3 x exam dates in June
  • 1 x exam date in September
  • exact dates TBA

Midterm Test

Example of the questions for midterm test:

Literature

(relevant captures mention in individual lectures)

courses/zui/start.txt · Last modified: 2024/02/19 10:18 by kubicon3