Action control, forward models and expected rewards: representations in reinforcement learning

Anna Mari Rusanen; Otto Lappi; Jesse Kuokkanen; Jami Pekkanen

doi:10.1007/s11229-021-03408-w

Action control, forward models and expected rewards: representations in reinforcement learning

Anna Mari Rusanen, Otto Lappi, Jesse Kuokkanen, Jami Pekkanen

Research output: Contribution to journal › Article › peer-review

Original language	English
Journal	Synthese
ISSN	0039-7857
DOIs	https://doi.org/10.1007/s11229-021-03408-w
Publication status	E-pub ahead of print - 2021
MoE publication type	A1 Journal article-refereed

Fields of Science

Action control
Cognitive science
Radical enactivism
Reinforcement learning
Representation
6162 Cognitive science

Access to Document

10.1007/s11229-021-03408-w

1 Active

Sense of Space: how the human mind interacts with the spatial world - a combined experimental/computational approach
Lappi, O.
Academy of Finland
01/09/2020 → 31/08/2025
Project: Research project

Cite this

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title = "Action control, forward models and expected rewards: representations in reinforcement learning",

keywords = "Action control, Cognitive science, Radical enactivism, Reinforcement learning, Representation, 6162 Cognitive science",

author = "Rusanen, {Anna Mari} and Otto Lappi and Jesse Kuokkanen and Jami Pekkanen",

note = "Publisher Copyright: {\textcopyright} 2021, The Author(s).",

year = "2021",

doi = "10.1007/s11229-021-03408-w",

language = "English",

journal = "Synthese",

issn = "0039-7857",

publisher = "Springer",

}

TY - JOUR

T1 - Action control, forward models and expected rewards

T2 - representations in reinforcement learning

AU - Rusanen, Anna Mari

AU - Lappi, Otto

AU - Kuokkanen, Jesse

AU - Pekkanen, Jami

PY - 2021

Y1 - 2021

KW - Action control

KW - Cognitive science

KW - Radical enactivism

KW - Reinforcement learning

KW - Representation

KW - 6162 Cognitive science

U2 - 10.1007/s11229-021-03408-w

DO - 10.1007/s11229-021-03408-w

M3 - Article

AN - SCOPUS:85118377038

JO - Synthese

JF - Synthese

SN - 0039-7857

ER -

Action control, forward models and expected rewards: representations in reinforcement learning

Fields of Science

Access to Document

Projects

Sense of Space: how the human mind interacts with the spatial world - a combined experimental/computational approach

Cite this