Evolving curricula with regret-based environment design

J Parker-Holder, M Jiang, M Dennis… - International …, 2022 - proceedings.mlr.press
Training generally-capable agents with reinforcement learning (RL) remains a significant
challenge. A promising avenue for improving the robustness of RL agents is through the use …

Automatic behaviour: efficient not mindless

LL Saling, JG Phillips - Brain research bulletin, 2007 - Elsevier
Automaticity is a core construct underpinning theoretical accounts of human performance
and cognition. In spite of this, its current conceptualisation is plagued by circularity …

[图书][B] Dynamics of skill acquisition: An ecological dynamics approach

C Button, L Seifert, JY Chow, D Araújo, K Davids - 2021 - books.google.com
Dynamics of Skill Acquisition, Second Edition, provides an analysis of the processes
underlying human skill acquisition. As the first text to outline the multidisciplinary ecological …

[图书][B] Dynamics of skill acquisition: A constraints-led approach

K Davids, C Button, S Bennett - 2008 - eprints.qut.edu.au
This is an upper-level undergraduate or graduate textbook for courses in human movement
and skill acquisition. A professional reference for movement practitioners and scientists …

A theory of the skill-performance relationship

SE Iso-Ahola - Frontiers in Psychology, 2024 - frontiersin.org
The skill-performance relationship is a cornerstone of a meritocratic society. People are
selected for schools, colleges and jobs based on the premise that more skillful individuals …

Movement models from sports provide representative task constraints for studying adaptive behavior in human movement systems

K Davids, C Button, D Araújo, I Renshaw… - Adaptive …, 2006 - journals.sagepub.com
Researchers studying adaptive behavior in human movement systems have traditionally
employed simplified, laboratory-based movement models in an effort to conserve …

Tracing the trajectory of skill learning with a very large sample of online game players

T Stafford, M Dewar - Psychological science, 2014 - journals.sagepub.com
In the present study, we analyzed data from a very large sample (N= 854,064) of players of
an online game involving rapid perception, decision making, and motor responding. Use of …

Coordination changes in a discrete multi-articular action as a function of practice

JY Chow, K Davids, C Button, M Koh - Acta psychologica, 2008 - Elsevier
This study investigated how novices re-organized motor system degrees of freedom when
practicing a multi-articular discrete kicking task. Four male participants practiced a soccer …

Learning a throwing task is associated with differential changes in the use of motor abundance

JF Yang, JP Scholz - Experimental brain research, 2005 - Springer
This study sought to characterize changes in the synergy of joint motions related to learning
a Frisbee throwing task and, in particular, how the use of abundant solutions to joint …

A survey of the ontogeny of tool use: from sensorimotor experience to planning

F Guerin, N Kruger, D Kraft - IEEE Transactions on Autonomous …, 2012 - ieeexplore.ieee.org
In this paper, we review current knowledge on tool use development in infants in order to
provide relevant information to cognitive developmental roboticists seeking to design …