Abstract
Undergraduate computer science students benefit from nonprogramming laboratory assignments which have them explore and experiment with algorithms and abstractions in a concrete learning environment. FLAIR, a repository of learning materials which supports the laboratory component of the introductory undergraduate AI course affords interesting nonprogramming assignments of this kind. In the following discussion the FLAIR system is described and three laboratory assignments which have been used with FLAIR, are presented.
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