This document outlines the course requirements for a master's program, including required courses in the first, second, and third semesters totaling 120 ECTS. The first semester (S1) focuses on introductory multi-agent systems and computational intelligence courses totaling 30 ECTS. The second semester (S2/S3) allows for optional courses across areas like human-computer interaction, machine learning, computer vision and robotics, and computational intelligence totaling 39 ECTS. The third semester (S3) requires courses in machine learning, computational vision and computational intelligence totaling 21 ECTS, with a focus on modeling, reasoning, problem solving and professional practice totaling 9 ECTS.

1. S1
OBL
(30 ECTS)
Intro. to Multi-Agent Systems
(5 ECTS, URV)
Computational Intelligence
(5 ECTS, UPC)
MultiAgent Systems (13)
Multiagent Sys. Design (4, UPC)
*Nor.&Dyn.Virt. Worlds (4.5, UB)
Self-Org. Agent Sys. (4.5, UB)
S2/*S3
OPT
(39 ECTS)
Planning & Approximate
Reasoning (5 ECTS, URV)
Intro. to Natural Language
Processing (5 ECTS, UPC)
Human-Comp. Interact. (14)
Adv. Nat. Lang. Proc. (5, UPC)
*Cog. Int.with Robots (4.5,UPC)
Human-Comp. Inter. (4.5, UPC)
Knowledge Eng. & Machine Learning (20)
*Advanced Machine Learning Tech. (5, UPC)
Intelligent Decision Support Systems (4.5, UPC)
*Knowledge Represent. & Engineering (6, URV)
Multi-Criteria Decision Support Sys. (4.5, URV)
Vision, Perception & Robotics (13)
*Advanced Artificial Vision (4.5,URV)
Cooperative Robotics (4.5, URV)
Object Recognition (4, UB)
S3
OBL
(21 ECTS)
Intro. to Machine Learning
(5 ECTS, UB)
Computational Vision
(5 ECTS, UB)
Comput. Intelligence (13.5)
Adv.Top. in Comp.Int. (4, UPC)
Complex Networks (5, URV)
*Int. D.An.&D.Min. (4.5, UPC)
Modelling. Reasoning. & Problem Solving (19)
*Constraint Processing & Programming (4.5, UPC)
Logics for Artificial Intelligence (6, URV)
Minds, Brains & Machines (4, UB)
Probabilistic Graphical Models (4.5, UB)
Professional Practice (9)
*Professional Practice in AI (3, UPC)
Artificial Intelligence Seminar (3, URV)
*Intelligent System Project (3, UPC)
Intelligent Data Analysis Applications in Business (3, UB)
Master Thesis (18 ECTS)