Software Engineering_S1_2026

Learning Outcomes

Upon successful completion of the course, the student should be able to:

• Use Artificial Intelligence (AI) techniques to map problem domains into suitable models for effective and efficient processing;
• Evaluate the efficiency and applicability of different AI concepts, models, and algorithms in a specific problem domain;
• Implement AI algorithms.

Course Content

Search Algorithms

• Search, Beyond classical search and Adversarial search
• Constraint Satisfaction and Optimisation

Knowledge, Reasoning and Planning

• Knowledge Representation and Inference
• Classical Planning
• Markov Decision Processes

Machine Learning

• Reinforcement Learning
• Deep Learning