Preprint (21)
101.
Preprint
The hippocampus supports interpolation into new states during category abstraction. (submitted)
102.
Preprint
CogBench: a large language model walks into a psychology lab. (submitted)
103.
Preprint
In-context learning agents are asymmetric belief updaters. (submitted)
104.
Preprint
Unifying principles of generalization: past, present, and future. (submitted)
105.
Preprint
An inductive bias for slowly changing features in human reinforcement learning. (submitted)
106.
Preprint
How should the advent of large language models affect the practice of science? (submitted)
107.
Preprint
Motif Learning Facilitates Sequence Memorization and Generalization. (submitted)
108.
Preprint
Have we built machines that think like people? (submitted)
109.
Preprint
Mechanisms of Mistrust: A Bayesian Account of Misinformation Learning. (submitted)
110.
Preprint
What changes with representational change? (submitted)
111.
Preprint
Zero-shot compositional reinforcement learning in humans. (submitted)
112.
Preprint
Language Aligned Visual Representations Predict Human Behavior in Naturalistic Learning Tasks. (submitted)
113.
Preprint
Playing repeated games with Large Language Models. (submitted)
114.
Preprint
Inducing anxiety in large language models increases exploration and bias. (submitted)
115.
Preprint
Modeling Human Exploration Through Resource-Rational Reinforcement Learning. (submitted)
116.
Preprint
Learning Parsimonious Dynamics for Generalization in Reinforcement Learning. (submitted)
117.
Preprint
Stochastic Gradient Descent Captures How Children Learn About Physics. (submitted)
118.
Preprint
Exploration With a Finite Brain. (submitted)
119.
Preprint
Emotion, entropy evaluations and subjective uncertainty. (submitted)
Blog Post (1)
120.
Blog Post
Science on film, episode 3: Computational principles of intelligence. (2020)