Comparing continual task learning in minds and machines

T Flesch, J Balaguer, R Dekker, H Nili… - Proceedings of the …, 2018 - National Acad Sciences
Humans can learn to perform multiple tasks in succession over the lifespan (“continual”
learning), whereas current machine learning systems fail. Here, we investigated the …

Continual task learning in natural and artificial agents

T Flesch, A Saxe, C Summerfield - Trends in neurosciences, 2023 - cell.com
How do humans and other animals learn new tasks? A wave of brain recording studies has
investigated how neural representations change during task learning, with a focus on how …

[PDF][PDF] The interleaving effect: mixing it up boosts learning

SC Pan - Scientific American, 2015 - researchgate.net
This article was originally published by Scientific American. The text in this file is a pre-print
version of the final article that was published in the Mind Matters section of Scientific …

The effects of practice schedule on learning a complex judgment task

AS Helsdingen, T Van Gog… - Learning and Instruction, 2011 - Elsevier
The effects of practice schedule on learning a complex judgment task were investigated. In
Experiment 1, participants' judgment accuracy on a retention test was higher after a random …

Contextual interference enhances motor learning through increased resting brain connectivity during memory consolidation

CHJ Lin, HC Yang, BJ Knowlton, AD Wu, M Iacoboni… - NeuroImage, 2018 - Elsevier
Increasing contextual interference (CI) during practice benefits learning, making it a
desirable difficulty. For example, interleaved practice (IP) of motor sequences is generally …

Principles for designing effective and efficient training of complex cognitive skills

F Paas, T van Gog - Reviews of human factors and …, 2009 - journals.sagepub.com
This chapter describes principles for the design of training of complex cognitive tasks that
pose relatively great challenges to the cognitive capacity of the trainee. Using the theoretical …

Manipulation of cognitive load variables and impact on auscultation test performance

R Chen, L Grierson, G Norman - Advances in Health Sciences Education, 2015 - Springer
Health profession educators have identified auscultation skill as a learning need for health
professional students. This article explores the application of cognitive load theory (CLT) to …

FLS skill acquisition: a comparison of blocked vs interleaved practice

SB Goldin, GT Horn, MJ Schnaus Jr, M Grichanik… - Journal of surgical …, 2014 - Elsevier
Introduction Fundamentals of Laparoscopic Surgery (FLS) certification is required for
general surgery. The recommended practice for learning FLS is to practice tasks one at a …

Apprentissage en résolution de problèmes: influence du mode d'instruction

AL Dupays - 2011 - theses.hal.science
Face à des situations d'apprentissage de nombreux processus cognitifs peuvent être mis en
œuvre par les apprenants en vue de créer de nouvelles traces mnésiques (mémorisation …

The effect of single-task training on learning transfer to a novel bimanual task

Z Hadi, A Shakeel, H Ahmad, MN Anwar, MS Navid - bioRxiv, 2019 - biorxiv.org
Background The contextual interference effect suggests that the random practice of multiple-
tasks is more beneficial for the retention and transfer of the learning as compared to blocked …