Probing Physics Knowledge Using Tools from Developmental Psychology [PDF]
arXiv, 2018 In order to build agents with a rich understanding of their environment, one key objective is to endow them with a grasp of intuitive physics; an ability to reason about three-dimensional objects, their dynamic interactions, and responses to forces.
arxiv
Malleability of spatial skills: bridging developmental psychology and toy design for joyful STEAM development. [PDF]
Front Psychol, 2023 İleri Çİ +5 more
europepmc +1 more source
Exploring the Frontiers of LLMs in Psychological Applications: A Comprehensive Review [PDF]
arXivThis paper explores the frontiers of large language models (LLMs) in psychology applications. Psychology has undergone several theoretical changes, and the current use of Artificial Intelligence (AI) and Machine Learning, particularly LLMs, promises to open up new research directions.
arxiv
Computational Theories of Curiosity-Driven Learning [PDF]
arXiv, 2018 What are the functions of curiosity? What are the mechanisms of curiosity-driven learning? We approach these questions about the living using concepts and tools from machine learning and developmental robotics. We argue that curiosity-driven learning enables organisms to make discoveries to solve complex problems with rare or deceptive rewards.
arxiv
Challenges in developmental psychology, a focus on Sustainable Development. [PDF]
Front Psychol, 2022 Klaver P, Rohlfing KJ.
europepmc +1 more source
Published correlational effect sizes in social and developmental psychology. [PDF]
R Soc Open Sci, 2022 Weinerová J, Szűcs D, Ioannidis JPA.
europepmc +1 more source
Cognitive Psychology for Deep Neural Networks: A Shape Bias Case Study [PDF]
arXiv, 2017 Deep neural networks (DNNs) have achieved unprecedented performance on a wide range of complex tasks, rapidly outpacing our understanding of the nature of their solutions. This has caused a recent surge of interest in methods for rendering modern neural systems more interpretable.
arxiv
Intuitive physics learning in a deep-learning model inspired by developmental psychology. [PDF]
Nat Hum Behav, 2022 Piloto LS +3 more
europepmc +1 more source
God(s) Know(s): Developmental and Cross-Cultural Patterns in Children Drawings [PDF]
arXiv, 2015 This paper introduces a novel approach to data analysis designed for the needs of specialists in psychology of religion. We detect developmental and cross-cultural patterns in children's drawings of God(s) and other supernatural agents. We develop methods to objectively evaluate our empirical observations of the drawings with respect to: (1) the ...
arxiv
Publisher Correction: Intuitive physics learning in a deep-learning model inspired by developmental psychology. [PDF]
Nat Hum Behav, 2022 Piloto LS +3 more
europepmc +1 more source