Module Number

INF3221
Module Title

Computational Intelligence in Games
Type of Module

Elective Compulsory
ECTS 6
Work load
- Contact time
- Self study
Workload:
180 h
Class time:
60 h / 4 SWS
Self study:
120 h
Duration 1 Semester
Frequency In the winter semester
Language of instruction German
Type of Exam

Project, presentation and elaboration

Lecture type(s) Practical Course
Content

Teams of about 3 students work on a current task in the area of CI in Games. They program or extend a computer game with intelligent, typically self-learning agents. In particular, the potential for autonomous development of self-learning artificial intelligences is explored and evaluated.

Objectives

Students could integrate intelligent agents into computer games. In general, they gain hands-on experience integrating intelligent mechanisms into computer games and simulation environments. They develop an understanding of how fast artificial agents can learn. In particular, they understand the interplay between the complexity of the game environment, the power of the learning algorithm, and the focus (bias) of the learning algorithm to discover certain structures in the environment.

Allocation of credits / grading
Type of Class
Status
SWS
Credits
Type of Exam
Exam duration
Evaluation
Calculation
of Module (%)
Prerequisite for participation There are no specific prerequisites.
Lecturer / Other
Literature

Spezifische Informationen zu den Aufgabenbereichen werden gestellt. / Grundwissen in K√ľnstlicher Intelligenz, Kognitiven Architekturen und dem Maschinellen Lernen sind hilfreich aber nicht zwingend notwendig.

Last offered -
Planned for -
Assigned Study Areas BIOINFM2510, INFM2510, INFM3110, MDZINFM2510, MEINFM3210, MEINFM3220