Teaching Sommersemester 2009

Seminar Foundations of AI SS 2009

Submitted by stf on 29. December 2008 - 14:18

Contents

The foundations of Artificial Intelligence, and the scope of the discipline has benefited from significant insights for the last 50 years: from symbolic representation and reasoning to theoretical assertiveness for learning programs. In this seminar, we cover a few ideas on the foundations of the aforementioned approaches, such as the situation calculus and the Frame Problem in logical formalisms for action and effects, non-monotonic reasoning, and graphical representations for decision-making and learning.
Recently, Artificial Intelligence has also benefited from the use of important results in the field of game theory. To this extent, we also include topics in non-cooperative game theory and the impact of game theory on Artificial Intelligence.