Spring 2017

Joseph Austerweil

Assistant Professor

As a computational cognitive psychologist, my research program explores questions at the intersection of perception and higher-level cognition. I use recent advances in statistics and computer science to formulate ideal learner models to see how they solve these problems and then test the model predictions using traditional behavioral experimentation. Ideal learner models help us understand the knowledge people use to solve problems because such knowledge must be made explicit for the ideal learner model to successfully produce human behavior. This method yields novel machine learning methods and leads to the discovery of new psychological principles.


Postdocs and Graduate Students

Nolan Conaway

Postdoctoral Researcher

Nolan studies categorization and representation learning using behavioral experiments guided by computational modeling. He received his PhD from SUNY Binghamton working with Kenneth Kurtz. [Personal Webpage]

Jeff Zemla

Postdoctoral Researcher

Jeff studies semantic memory and Alzheimer's Disease. He received his PhD from Rice University working with Mike Byrne. [Personal Webpage]

Mark Ho

Graduate Student

Mark studies social learning using computational and behavioral methods. Currently, he is focused on teaching with and learning from reward and punishment. [Personal Webpage]


Affiliates

Boyoung Kim

Graduate Student at Brown University

Boyoung collaborates on modeling how people learn social norms..

Babak Hemmatian

Graduate Student at Brown University

I am an Iranian first year Ph.D. student of cognitive science, with a background in psychology, but a new-found love for computational modeling. I am most interested in integrating the computational models offered for different kinds of reasoning (inductive, causal, deductive, etc.), offering new such models (with an emphasis on causal reasoning) and comparing the proposals with regards to how well they capture the qualitative and quantitative aspects of human reasoning.


Alumni

Ting Qian

Former Postdoctoral Scholar

Ting is now a data scientist at the Children's Hospital of Philadelphia.

Yoed Kenett

Former Postdoctoral Scholar

Yoed is now a postdoctoral scholar with Sharon Thompson-Schill at University of Pennsylvania.

Ting Qian

Former Post-Undergrad Research Assistant

Mowafak is now a graduate student in Psychology at University of Illinois-Chicago. He works with Sylvia Morelli.


The Austerweil Lab thanks its previous and current funders.