Inductive biases for deep learning of higher-level cognition
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 …
principles (rather than an encyclopaedic list of heuristics). If that hypothesis was correct, we …
Intuitive physics: Current research and controversies
Early research in the field of intuitive physics provided extensive evidence that humans
succumb to common misconceptions and biases when predicting, judging, and explaining …
succumb to common misconceptions and biases when predicting, judging, and explaining …
Explainable machine learning for scientific insights and discoveries
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 …
areas in the extraction of essential information from data. An exciting and relatively recent …
The limits and potentials of deep learning for robotics
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 …
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 …
revised edition of the bestselling Cognitive Development. The new edition of this full-colour …
Learning to poke by poking: Experiential learning of intuitive physics
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 …
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
Cumulative technological culture (CTC) refers to the increase in the efficiency and
complexity of tools and techniques in human populations over generations. A fascinating …
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 …
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 …
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 …
resolution of persistent theoretical, curricular, and pedagogical issues in science education …