CS 548 ONL - Models of Cognitive Processes

Campus: Urbana-Champaign

Description:

Formal models and concepts in automated cognition; integrating machine learning and prior knowledge; current approaches and detailed analyses of the role of reasoning in the learning process; computational complexity and fundamental tradeoffs between expressiveness and tractability; implications for state-of-the-art artificial intelligence areas such as automated planning, the semantic web, relational learning, structured prediction, latent models, structure learning, theory formation, etc.; philosophical and psychological aspects of integrating analytic and empirical evidence. Course Information: Same as ECE 548. Prerequisite: CS 440 or CS 446.

Academic Program Restrictions:

MS:Mechanical Engineerng -UIUC

Option 1

Course Level: Graduate

Credit: 4 hr

Term(s): Fall