Welcome to Artifitial Inteligence @ IUST
The official website for the Artifitial Inteligence course at the School of Computer Engineering, Iran University of Science and Technology (IUST). Instructor: Dr. Abdi · Designed by A. H. Hosseini Jebbeli.
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Instructor
Teaching Assistants
Slides & Videos
| # | Title | Slides | Lecture Videos | TA Session Videos |
|---|---|---|---|---|
| A1 | overview_introduction | Download(1) | Open(1) Open(2) | --- |
| A2 | intelligent_agents | Download(1) | Coming Soon | --- |
| A3 | learning_from_examples_suppervised_dt | Download(1) | Coming Soon | Open(1) - 4032 Open(2) - 4032 Open(3) - 4032 Open(4) - 4041 |
| A4 | learning_from_examples_-_ann | Download | Coming Soon | Coming Soon |
| A5 | solving_problems_by_searching | Download | Coming Soon | Coming Soon |
| A6 | informed_search | Download | Coming Soon | Coming Soon |
| A7 | local_search_algorithms_ga | Download | Coming Soon | Coming Soon |
| A8 | adversarial_search | Download | Coming Soon | Coming Soon |
| A9 | rl | Download | Coming Soon | Coming Soon |
| A10 | constraint_satisfication_problem | Download | Coming Soon | Coming Soon |
| A11 | quantifying_uncertainty | Download | Coming Soon | Coming Soon |
| A12 | probabilistic_reasoning | Download | Coming Soon | Coming Soon |
| A13 | logical_agents | Download | Coming Soon | Coming Soon |
| A14 | learning_from_examples_-_svm | Download | Coming Soon | Coming Soon |
Assignments
Project
- DT-Prpject — Due: TBD — Submission link
- NN-Project — Due: TBD — Submission link
- RL-Project — Due: TBD — Submission link
- Additional1-Project — Due: TBD — Submission link
- Additional2-Project — Due: TBD — Submission link
- GA-Project — Due: TBD — Submission link
- SVM-Project — Due: TBD — Submission link
Quiz
- Quiz1 — Due: TBD — Submission link
- Quiz2 — Due: TBD — Submission link
Course Policy
Full policy PDF: policy_AI4041_by_dr.Abdi.pdf
Assessment
- Assignments: 60%
- Midterm: 20%
- Final: 20%
- Extra: 10%
Social Links & Course Resources