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06/15/2023
Language Aligned Visual Representations Predict Human Behavior in Naturalistic Learning Tasks
Humans possess the ability to identify and generalize relevant features ...
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06/06/2023
Turning large language models into cognitive models
Large language models are powerful systems that excel at many tasks, ran...
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05/26/2023
Reinforcement Learning with Simple Sequence Priors
Everything else being equal, simpler models should be preferred over mor...
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05/26/2023
Playing repeated games with Large Language Models
Large Language Models (LLMs) are transforming society and permeating int...
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05/24/2023
In-Context Impersonation Reveals Large Language Models' Strengths and Biases
In everyday conversations, humans can take on different roles and adapt ...
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05/22/2023
Meta-in-context learning in large language models
Large language models have shown tremendous performance in a variety of ...
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04/21/2023
Inducing anxiety in large language models increases exploration and bias
Large language models are transforming research on machine learning whil...
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04/12/2023
Meta-Learned Models of Cognition
Meta-learning is a framework for learning learning algorithms through re...
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09/29/2022
Learning Parsimonious Dynamics for Generalization in Reinforcement Learning
Humans are skillful navigators: We aptly maneuver through new places, re...
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09/25/2022
Stochastic Gradient Descent Captures How Children Learn About Physics
As children grow older, they develop an intuitive understanding of the p...
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06/21/2022
Using cognitive psychology to understand GPT-3
We study GPT-3, a recent large language model, using tools from cognitiv...
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01/27/2022
Exploration With a Finite Brain
Equipping artificial agents with useful exploration mechanisms remains a...
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02/02/2016