Seminar on Game AI

58312103
3
Algorithms and machine learning
Advanced studies
Year Semester Date Period Language In charge
2012 spring 20.01-27.04. 3-4 English Tomi Pasanen

Lectures

Time Room Lecturer Date
Fri 10-12 C220 Tomi Pasanen 20.01.2012-24.02.2012
Fri 10-12 C220 Tomi Pasanen 16.03.2012-27.04.2012

General

One of the most important application areas for computational intelligence or artificial intelligence is digital games. Empirical research on games has brought new insight to applicability of known techniques while revising and even introducing new artificial intelligence techniques. In this spring the focus of the seminar is in the content creation. Participants select their topics mainly from vol. 3, no. 3, of the journal The IEEE Transactions on Computational Intelligence and AI in Games (T-CIAIG), but also own topic is possible by contacting and agreeing the topic with the instructor.

Guidelines of the seminar are the classical ones: each week one participant makes a presentation (45 minutes) for others and in the end a report (10-15 pages) is returned for evaluation.

Evaluation is based both on presentations and reports. Reports are evaluated anonymously so that each participant evaluates others works by using grades 2, 4, and 5 (each grade has to be used at least once) and the final grade of a report is the average of the grades the report gets. The presentations are evaluated by the instructor with scale {-1, 0, 1} which is added to the report's evaluation resulting into the final grade of the seminar.

It is good to remember that a written report and an oral presentation have partly different goals.

In a presentation, the central ideas and thoughts of the content are explained with simplification used if needed for the sake of comprehension. A good presentation includes a bunch of examples for depicting, visualising, and demonstrating the topic, and only some important technical details are chosen to be presented. The time limit, 45 minutes, has to be taken seriously when choosing which technical details to present.

In a reports, the emphasis is more on accuracy and scientific expression. Quite often, reports are an extended abstracts of resources used, where selections have to be done. The chosen topic has to be write out in details while others needs only short references. The length of the reports is 10 to 15 pages. The more figures the longer.