Course Description: This course provides a generic introduction and explanation of the most prominent branches of the science of Artificial Intelligence (AI). One of the aims of this course is to introduce the undergrad students to the concept of devising and implementing research-based projects, i.e., those projects which have the potential to be presented as research work. Topics covered will include the operation of intelligent agents, intelligent search (solution-discovering) algorithms and constraint satisfaction problems, First-Order Logic and its inference, Knowledge Representation, Planning, Uncertainty and Bayesian Networks, and Machine Learning. For all these topics, students will be introduced to the current implementation techniques and research trends, in order to motivate them to develop these trends further.
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Teaching >
Fall 10 - AI
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