Inductive biases for deep learning of higher-level cognition

A Goyal, Y Bengio - Proceedings of the Royal Society A, 2022 - royalsocietypublishing.org
A fascinating hypothesis is that human and animal intelligence could be explained by a few
principles (rather than an encyclopaedic list of heuristics). If that hypothesis was correct, we …

Intuitive physics: Current research and controversies

JR Kubricht, KJ Holyoak, H Lu - Trends in cognitive sciences, 2017 - cell.com
Early research in the field of intuitive physics provided extensive evidence that humans
succumb to common misconceptions and biases when predicting, judging, and explaining …

Explainable machine learning for scientific insights and discoveries

R Roscher, B Bohn, MF Duarte, J Garcke - Ieee Access, 2020 - ieeexplore.ieee.org
Machine learning methods have been remarkably successful for a wide range of application
areas in the extraction of essential information from data. An exciting and relatively recent …

The limits and potentials of deep learning for robotics

N Sünderhauf, O Brock, W Scheirer… - … journal of robotics …, 2018 - journals.sagepub.com
The application of deep learning in robotics leads to very specific problems and research
questions that are typically not addressed by the computer vision and machine learning …

[图书][B] Cognitive development and cognitive neuroscience: The learning brain

U Goswami - 2019 - taylorfrancis.com
Cognitive Development and Cognitive Neuroscience: The Learning Brain is a thoroughly
revised edition of the bestselling Cognitive Development. The new edition of this full-colour …

Learning to poke by poking: Experiential learning of intuitive physics

P Agrawal, AV Nair, P Abbeel… - Advances in neural …, 2016 - proceedings.neurips.cc
We investigate an experiential learning paradigm for acquiring an internal model of intuitive
physics. Our model is evaluated on a real-world robotic manipulation task that requires …

The elephant in the room: What matters cognitively in cumulative technological culture

F Osiurak, E Reynaud - Behavioral and Brain Sciences, 2020 - cambridge.org
Cumulative technological culture (CTC) refers to the increase in the efficiency and
complexity of tools and techniques in human populations over generations. A fascinating …

[图书][B] Mathematical problem solving

AH Schoenfeld - 2014 - books.google.com
This book is addressed to people with research interests in the nature of mathematical
thinking at any level, topeople with an interest in" higher-order thinking skills" in any domain …

The “physics” of notations: toward a scientific basis for constructing visual notations in software engineering

D Moody - IEEE Transactions on software engineering, 2009 - ieeexplore.ieee.org
Visual notations form an integral part of the language of software engineering (SE). Yet
historically, SE researchers and notation designers have ignored or undervalued issues of …

[图书][B] Science teaching: The contribution of history and philosophy of science

MR Matthews - 2014 - taylorfrancis.com
Science Teaching explains how history and philosophy of science contributes to the
resolution of persistent theoretical, curricular, and pedagogical issues in science education …