CS470 ARTIFICIAL INTELLIGENCE (4 Cr.)

COURSE DESCRIPTION

Prerequisite:  CS222

This course takes students beyond the traditionally rigid and brittle algorithms of computer science. Students learn techniques for making computers behave more intelligently and adaptively than typical programs. The course includes a survey of the broad and dynamic field of computer intelligence, from the established techniques for automated reasoning, knowledge representation, and machine learning, to the newer areas of stochastic, adaptive systems, such as neural networks, genetic algorithms, or intelligent agents. A few specific methodologies will be explored in depth, through implementation and application to real world problems.

The class will cover the topics listed above, recent advances in artificial intelligence, and any necessary background materials.  

CS101 CS120 CS120A CS122 CS201 CS222 CS228 CS295 CS297 CS298 CS302 CS322 CS326 CS330 CS370 CS422 CS424 CS426 CS442 CS444 CS446 CS460 CS470 CS480 CS490 CS491 CS495 CS496 CS497 CS498