When multiple clients are collaboratively learning and training a shared model, incentives problems can arise. The clients may have different learning objectives and application domains, or they may be competitors whose participation in the learning system could reduce their competitive advantage. While collaborative learning is a powerful…

Intelligent tutoring systems are adaptive learning environments designed to support individualized instruction. The adaptation embedded within these systems is often guided by user models that represent one or more aspects of students' domain knowledge, actions, or performance. The proposed project focuses on the development and testing of user…

Computer-assisted instruction (CAI) attacks one of the greatest problems of education--how to get sufficient variety in educational materials to teach each individual without requiring a group of trained personnel to prepare all possible variations. CAI permits individualization electronically. CAI can be used to train problem solving, for drill…