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Computation and Cognition: The Probabilistic Approach (CS 428)

204
Subject: 
PSYCH

This course will introduce the probabilistic approach to cognitive science, in which learning and reasoning are understood as inference in complex probabilistic models. Examples will be drawn from areas including concept learning, causal reasoning, social cognition, and language understanding. Formal modeling ideas and techniques will be discussed in concert with relevant empirical phenomena.

Course ID: 
211 700
Grading: 
Letter or Credit/No Credit