Chapters 1, 2, 3, 4, 5, 6, 7, 8, 9, and 11 of the textbook Artificial Intelligence A Modern Approach by Stuart Russell and Peter Norvig are taught, as well as hand written material for programming in Prolog and ontologies. More Specifically, the course syllabus includes the following:
• Introduction to Artificial Intelligence
• Intelligent Agens
• Problem solving with search
• Informed Search
• Constraint Satisfaction Problems
• Problem solving with adversity
• Logic-based agents
• Propositional Logic
• First order Logic
• Inference in First Order Logic
• Knowledge representation, ontologies, and Prolog programming
• AI planning
Learning Ootcomes:
General understanding of the field of AI, the topics it addresses, techniques of symbolic Artificial Intelligence based on mathematical logic and search.
Understanding of the basic algorithmic techniques in problem theory solving, search, algorithms for games, knowledge representation, and automatic inferences for mathematical logic.
Understanding of the possible applications of the techniques and algorithms of symbolic artificial intelligence
Student Performance Evaluation:
Specific details on grading can be found on the course’ s website
The courses of the Computer Science Department are designated with the letters "CS" followed by three decimal digits. The first digit denotes the year of study during which students are expected to enroll in the course; the second digit denotes the area of computer science to which the course belongs.
First Digit
Advised Year of Enrollment
1,2,3,4
First, Second, Third and Fourth year
5,6
Graduate courses
7,8,9
Specialized topics
Second Digit
Computer Science Area
0
Introductory - General
1
Background (Mathematics, Physics)
2
Hardware Systems
3
Networks and Telecommunication
4,5
Software Systems
6
Information Systems
7
Computer Vision and Robotics
8
Algorithms and Theory of Computation
9
Special Projects
The following pages contain tables (one for each course category) summarizing courses offered by the undergraduate studies program of the Computer Science Department at the University of Crete. Courses with code-names beginning with "MATH" or "PHYS" are taught by the Mathematics Department and Physics Department respectively at the University of Crete.