Unifying principles of generalization: past, present, and future

CM Wu, B Meder, E Schulz - Annual Review of Psychology, 2024 - annualreviews.org
Generalization, defined as applying limited experiences to novel situations, represents a
cornerstone of human intelligence. Our review traces the evolution and continuity of …

Reconciling shared versus context-specific information in a neural network model of latent causes

Q Lu, TT Nguyen, Q Zhang, U Hasson, TL Griffiths… - Scientific reports, 2024 - nature.com
It has been proposed that, when processing a stream of events, humans divide their
experiences in terms of inferred latent causes (LCs) to support context-dependent learning …

Local search and the evolution of world models

NR Bramley, B Zhao, T Quillien… - Topics in Cognitive …, 2023 - Wiley Online Library
An open question regarding how people develop their models of the world is how new
candidates are generated for consideration out of infinitely many possibilities. We discuss …

Editing conceptual knowledge for large language models

X Wang, S Mao, N Zhang, S Deng, Y Yao… - arXiv preprint arXiv …, 2024 - arxiv.org
Recently, there has been a growing interest in knowledge editing for Large Language
Models (LLMs). Current approaches and evaluations merely explore the instance-level …

Human risk recognition and prediction in manned submersible diving tasks driven by deep learning models

Y Qiao, H Li, D Chen, H Zhao, L Ma, Y Wang - Advanced Engineering …, 2024 - Elsevier
The complexity of human cognition is increased by the multiple and interactive information
clusters brought about by the application of advanced intelligent information technologies …

Exploring the hierarchical structure of human plans via program generation

CG Correa, S Sanborn, MK Ho, F Callaway… - arXiv preprint arXiv …, 2023 - arxiv.org
Human behavior is inherently hierarchical, resulting from the decomposition of a task into
subtasks or an abstract action into concrete actions. However, behavior is typically …

Harmonizing program induction with rate-distortion theory

H Zhou, DG Nagy, CM Wu - arXiv preprint arXiv:2405.05294, 2024 - arxiv.org
Many aspects of human learning have been proposed as a process of constructing mental
programs: from acquiring symbolic number representations to intuitive theories about the …

[HTML][HTML] Collaborative Robots with Cognitive Capabilities for Industry 4.0 and Beyond

G Sandini, A Sciutti, P Morasso - AI, 2024 - mdpi.com
The robots that entered the manufacturing sector in the second and third Industrial
Revolutions (IR2 and IR3) were designed for carrying out predefined routines without …

Two-Hour Nicotine Withdrawal Improves Inhibitory Control Dysfunction in Male Smokers: Evidence from a Smoking-Cued Go/No-Go Task ERP Study

L Hou, J Zhang, J Liu, C Chen, X Gao… - Neuropsychiatric …, 2024 - Taylor & Francis
Purpose Nicotine withdrawal is a multifaceted physiological and psychological process that
can induce a spectrum of mood disturbances. Gaining a more nuanced understanding of …

Using Compositionality to Learn Many Categories from Few Examples

I Sucholutsky, B Zhao, T Griffiths - … of the Annual Meeting of the …, 2024 - escholarship.org
Humans have the remarkable ability to learn new categories from few examples, but how
few examples can we actually learn from? Recent studies suggest it may be possible to …