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 › Scientific › peer-review

Original language	English
Journal	Synthese
Issue number	199
Pages (from-to)	14017–14033
Number of pages	17
ISSN	0039-7857
DOIs	https://doi.org/10.1007/s11229-021-03408-w
Publication status	Published - 2021
MoE publication type	A1 Journal article-refereed

Fields of Science

Action control
Cognitive science
Radical enactivism
Reinforcement learning
Representation
IMAGERY
PHILOSOPHY
MOTOR
ARCHITECTURE
CEREBELLUM
RECEPTIVE FIELDS
PRINCIPLES
6162 Cognitive science

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10.1007/s11229-021-03408-w

Action control, forward models and expected rewardsFinal published version, 516 KBLicence: CC BY

1 Finished
1 Active

Sense of Space: how the human mind interacts with the spatial world - a combined experimental/computational approach
Lappi, O. (Project manager)
Suomen Akatemia Projektilaskutus
01/09/2020 → 31/08/2025
Project: Research Council of Finland: Academy Research Fellow
UPP-PERFORMANCE: Human Performance in Complex Dynamic Tasks - A Unified Predictive Processing Approach
Lappi, O. (Principal Investigator), Pekkanen, J. (Participant), Tuhkanen, S. (Participant), Rinkkala, P. J. (Participant), Frantsi, R. M. (Participant), Palomäki, J. P. (Participant) & Siltala, A. E. (Participant)
Academy of Finland
01/09/2019 → 31/08/2023
Project: Research project

Cite this

@article{7ed830ba79534dbab38390e2b3fb0940,

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

keywords = "Action control, Cognitive science, Radical enactivism, Reinforcement learning, Representation, IMAGERY, PHILOSOPHY, MOTOR, ARCHITECTURE, CEREBELLUM, RECEPTIVE FIELDS, PRINCIPLES, 6162 Cognitive science",

author = "Anna-Mari Rusanen 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",

pages = "14017–14033",

journal = "Synthese",

issn = "0039-7857",

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number = "199",

}

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 - IMAGERY

KW - PHILOSOPHY

KW - MOTOR

KW - ARCHITECTURE

KW - CEREBELLUM

KW - RECEPTIVE FIELDS

KW - PRINCIPLES

KW - 6162 Cognitive science

U2 - 10.1007/s11229-021-03408-w

DO - 10.1007/s11229-021-03408-w

M3 - Article

AN - SCOPUS:85118377038

SN - 0039-7857

SP - 14017

EP - 14033

JO - Synthese

JF - Synthese

IS - 199

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

UPP-PERFORMANCE: Human Performance in Complex Dynamic Tasks - A Unified Predictive Processing Approach

Cite this