Reinforcement learning, fast and slow

M Botvinick, S Ritter, JX Wang, Z Kurth-Nelson… - Trends in cognitive …, 2019 - cell.com
Deep reinforcement learning (RL) methods have driven impressive advances in artificial
intelligence in recent years, exceeding human performance in domains ranging from Atari to …

Binding and retrieval in action control (BRAC)

C Frings, B Hommel, I Koch, K Rothermund… - Trends in Cognitive …, 2020 - cell.com
Human action control relies on representations that integrate perception and action, but the
relevant research is scattered over various experimental paradigms and the theorizing is …

[图书][B] The grammar network

H Diessel - 2019 - books.google.com
Cognitive linguists and psychologists have often argued that language is best understood as
an association network; however while the network view of language has had a significant …

The causes of errors in clinical reasoning: cognitive biases, knowledge deficits, and dual process thinking

GR Norman, SD Monteiro, J Sherbino, JS Ilgen… - Academic …, 2017 - journals.lww.com
Contemporary theories of clinical reasoning espouse a dual processing model, which
consists of a rapid, intuitive component (Type 1) and a slower, logical and analytical …

The now-or-never bottleneck: A fundamental constraint on language

MH Christiansen, N Chater - Behavioral and brain sciences, 2016 - cambridge.org
Memory is fleeting. New material rapidly obliterates previous material. How, then, can the
brain deal successfully with the continual deluge of linguistic input? We argue that, to deal …

The relationship between uncertainty and affect

EC Anderson, RN Carleton, M Diefenbach… - Frontiers in …, 2019 - frontiersin.org
Uncertainty and affect are fundamental and interrelated aspects of the human condition.
Uncertainty is often associated with negative affect, but in some circumstances, it is …

[图书][B] Creating language: Integrating evolution, acquisition, and processing

MH Christiansen, N Chater - 2018 - books.google.com
A work that reveals the profound links between the evolution, acquisition, and processing of
language, and proposes a new integrative framework for the language sciences. Language …

Top-down versus bottom-up attentional control: A failed theoretical dichotomy

E Awh, AV Belopolsky, J Theeuwes - Trends in cognitive sciences, 2012 - cell.com
Prominent models of attentional control assert a dichotomy between top-down and bottom-
up control, with the former determined by current selection goals and the latter determined …

Learning-induced autonomy of sensorimotor systems

DS Bassett, M Yang, NF Wymbs, ST Grafton - Nature neuroscience, 2015 - nature.com
Distributed networks of brain areas interact with one another in a time-varying fashion to
enable complex cognitive and sensorimotor functions. Here we used new network-analysis …

Default Bayes factors for ANOVA designs

JN Rouder, RD Morey, PL Speckman… - Journal of mathematical …, 2012 - Elsevier
Bayes factors have been advocated as superior to p-values for assessing statistical
evidence in data. Despite the advantages of Bayes factors and the drawbacks of p-values …