Our lab studies the cognitive processes involved in judgment and decision making.
Techniques include behavioral experiments, process tracing (e.g., eye-tracking), and computational modeling.
Accepting graduate students for Fall 2026
We are located in the Department of Psychology at Binghamton University (New York, USA).
Lab Director: William M. Hayes, Ph.D.
2025
May 2025: New open-access paper in Open Mind: Relative value encoding in large language models: A multi-task, multi-model investigation
April 2025: Congratulations to graduate student Melanie Touchard, whose conference paper was accepted at CogSci 2025! Melanie's paper is titled, "Can Visual Fixations Explain Context-Dependent Reinforcement Learning?"
April 2025: Dr. Hayes was featured in a Daily Mail article about the effects of warmer weather on risky decision making.
March 2025: Undergraduate research assistant Joelle Sacks was awarded the Chancellor's Award! Congratulations, Joelle!
2024
November 2024: Dr. Hayes presented a poster at Psychonomics entitled "Context-Dependent Valuation in Reinforcement Learning."
October 2024: Our undergraduate researchers presented a poster titled "College Students' Trust in Artificial Intelligence for Advice on Big Life Decisions" at the New England Psychological Association (NEPA) conference.
September 2024: New paper in Psychonomic Bulletin & Review: Attribute commensurability and context effects in preferential choice
August 2024: The DReaM Lab welcomes its first graduate student, Melanie Touchard! Melanie comes to us from Seton Hall University, where she received her B.A. in Psychology Honors with a minor in Data Analytics. We are so happy to have you on board, Melanie!
July 2024: Our summer undergraduate research project was featured on BingUNews!
July 2024: Dr. Hayes presented a talk at the Cognitive Science Society meeting in Rotterdam on "Relative Value Biases in Large Language Models."
May 2024: Check out our latest preprint, "Large Language Models are Biased Reinforcement Learners."
May 2024: The lab is adding four undergraduate researchers this summer as part of Binghamton University's Projects for New Undergraduate Researchers (BUPNUR) program. They will be working on a project entitled, "Decisions from Experience in Humans and AI." Welcome Joyce, Isaac, Allen, and Hiten! We are glad to have you.
January 2024: Check out our latest preprint, "Relative Value Biases in Large Language Models."