Nach positiver Absolvierung der Lehrveranstaltung sind Studierende in der Lage fundamentale Konzepte, die zum Verständnis der Arbeitsweise als auch zur Erstellung intelligenter Systeme von Bedeutung sind benennen und erläutern und theoretische Zusammenhänge korrekt argumentieren.
Attention:
- Email address for questions: eai-2024s AT kr.tuwien.ac.at
- Course start: Fri Mar 01.
- Mandatory TISS course registration until Mar 07, 2024. Belated registration will be ignored.
- Mandatory TUWEL entry test from Fri Mar 08 to Sun Mar 10 (test available 00:00-23:55). Everybody who takes the entry test will receive a certificate (i.e., it is not possible to unregister after the entry test). If you stop participating after taking the entry test, you will receive a negative certificate.
The following subjects will be discussed:
- introduction and historical aspects of AI
- search
- machine learning
- aspects of knowledge representation
- constraint satisfaction problems
- planning
- decision theory
- philosophical and ethical aspects of AI
Lecturers
- Lecture part: Thomas Eiter and Hans Tompits
- Exercise part: Thomas Eiter, Hans Tompits, Xinghan Liu, Michele Collevati, Tobias Geibinger, Sanja Lukumbuzya, and Davide Solda
Course of Action and Topics of the Lecture Part
Attention: This semester, the course is planned to be held as a mixed presence/online course. The lecture part is planned to be in presence form with some lectures being streamed/recorded whilst the exercise turn-in discussions will be done in an online mode (some presence slots may also be available). The final exam is in written form and will be held in presence mode.
The schedule and topics are as follows (note the different lecture durations; the lecture hall is the Informatikhörsaal unless otherwise indicated):
- Fri Mar 01, 11:00-14:00: Organisation, What is AI? + Intelligent agents (Eiter)
- Thu Mar 07: Registration deadline (TISS)
- Fri Mar 08, 11:00-14:00: Problem solving + Search (Eiter)
- Fri Mar 08 to Sun Mar 10: Mandatory entry test (TUWEL)
- Fri Mar 15, 11:00-13:00: Search II (Eiter)
- Fri Mar 22, 11:00-14:00: Learning I (Eiter)
- Fri Mar 29: Easter break
- Fri Apr 05: Easter break
- Fri Apr 12, 11:00-13:00: Learning II (Eiter)
- Fri Apr 19, 11:00-13:00: Learning III (Eiter)
- Fri Apr 26, 11:00-14:00: Constraint satisfaction problems + Knowledge representation I (Tompits)
- Fri May 03, 11:00-14:00 (Room: FH Hörsaal 6): Knowledge representation II (Tompits)
- Fri May 10: Lecture free (Rectors' Day)
- Fri May 17, 11:00-14:00 (Room: FH Hörsaal 6): Planning (Tompits)
- Fri May 24, 11:00-14:00 (Room: FH Hörsaal 6): Decision theory (Tompits)
- Fri May 31, 11:00-13:00: Philosophical foundations of AI (Tompits)
- Wed Jun 05, 23:55: Checkmark deadline for exercises (TUWEL)
- Fri Jun 07: 23:55: Registration deadline for solutions discussions (TUWEL)
- Mon Jun 10 - Fri Jun 14: Exercise solution discussions
- Fri Jun 21, 11:00 - 13:00: Main exam
Exercise Part
Mandatory registration until Mar 07.
Entry test
The mandatory TUWEL entry test will be available only from Fri Mar 08 to Sun Mar 10 (00:00-23:55, three submissions possible, last submission counts). Everybody who takes the entry test will receive a certificate (i.e., it is not possible to unregister after the entry test). If you stop participating after taking the entry test, you will receive a negative certificate.
Checkmark lists and solution discussion
- Mode: Checkmark lists and upload of the exercise solutions in TUWEL as well as an online solution discussion of 1 hour in groups of 3 students (students must be able to present and explain their solutions and background); details and specific times are announced via TUWEL
- Evaluation: exercise discussions are evaluated with 0-25 points; this is weighted with the percentage of checked examples and rounded to the next integer.
5 exercise sheets
- Sheet 1: Problem solving + Search I
- Sheet 2: Search II
- Sheet 3: Learning
- Sheet 4: Constraint-satisfaction problems, Knowledge representation
- Sheet 5: Planning, Decision theory
Exercise part
- The entry test is totalling 5 pts.
- The 5 exercise sheets with the according discussion are totalling 25 pts.
- Total pts: 30
- Required infrastructure: stable internet connection, device with webcam and microphone.
Lecture part
- Written closed book exam on paper in presence mode.
- Total pts: 100
Total sum of points for lecture and exercise part: 130
Zero tolerance for unfair practice (e.g., plagiarism, copied solutions, ...). All involved persons will be fined with 0 pts. (You may get a negative certificate).
Grading
Requirements for a positive certificate:
- at least 3 points for the entry test; and
- at least 50 points for the written final exam; and
- at least 66 points in total.
The course will be graded as follows:
- < 66 pts: N5 (Nicht Genügend)
- >= 66 pts: G4 (Genügend)
- >= 82 pts: B3 (Befriedigend)
- >= 98 pts: U2 (Gut)
- >= 115 pts: S1 (Sehr Gut)
Exercise sheets and solution discussions:
- Due to the above criteria, points from exercise sheets are not strictly necessary for a positive grade. However, note that without exercise points it is harder the reach the required overall number of points. Moreover, working out the exercise sheets is also recommended as a preparation for the exam. Belated submission of exercises (e.g. after you have written a positive exam but did not reach the required overall number of points) is not possible.
- NO WASTE OF SLOTS: While participation in the exercise part is optional, registrations for solution discussions are still binding. That is, it is not mandatory to register, but IF you decide to register for a solution discussion, THEN it is mandatory to show up (unless you can prove unpredictable and unavoidable obstacles such as illness). No-show after a registration without plausible excuse has consequences (see section on "Exams and Certificates").
Exams and Certificates:
- There are no mandatory exams in front of committees. Instead, students have five regular attempts (i.e., you can get up to 5 certificates). However, for technical reasons (and to warn students) TISS does not allow students to register themselves for for fourth or fifth attempt to take the exam. Please send us a short message to register.
- We provide 4 exam dates, you can participate in arbitrary many (unless you already collected 5 certificates in total).
- Those who waste solution discussion slots (registration and no-show without acceptable excuse) are granted only the legal minimum of 2 attempts; after the second failure they have to repeat the whole course next year.
- By written exams, an additional oral question part may be possible.
Exam reviewing:
There are no special dates for reviewing graded exams. Reviewing is possible whenever the secretariat is open (see website).
