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We study the mechanisms of learning and generalization at play in object categorization and causal learning. Our broad goal is to understand how complex cognition emerges from the interaction of simple neurocomputational mechanisms. We take a highly integrative, inter-disciplinary research approach that combines computational modeling, behavioral research, and neuroimaging