A Planning-based Approach for In-Station Train Dispatching

Matteo Cardellini; Marco Maratea; Mauro Vallati; Gianluca Boleto; Luca Oneto

A Planning-based Approach for In-Station Train Dispatching

Matteo Cardellini, Marco Maratea, Mauro Vallati, Gianluca Boleto, Luca Oneto

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Abstract

In-station train dispatching is the problem of optimising the effective utilisation of available railway infrastructures for mitigating incidents and delays. In this paper, we describe an approach for dealing with the in-station dispatching problem by means of automated planning techniques.

Original language	English
Title of host publication	14th International Symposium on Combinatorial Search, SoCS 2021
Editors	Hang Ma, Ivan Serina
Publisher	Association for the Advancement of Artificial Intelligence
Pages	156-158
Number of pages	3
Volume	12
ISBN (Electronic)	9781713834557
ISBN (Print)	9781577358701
Publication status	Published - 22 Jul 2021
Event	14th International Symposium on Combinatorial Search - Guangzhou, Virtual, China Duration: 26 Jul 2021 → 30 Jul 2021 Conference number: 14

Publication series

Name	14th International Symposium on Combinatorial Search, SoCS 2021
Number	1
Volume	12

Conference

Conference	14th International Symposium on Combinatorial Search
Abbreviated title	SoCS 2021
Country/Territory	China
City	Guangzhou, Virtual
Period	26/07/21 → 30/07/21

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

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https://ojs.aaai.org/index.php/SOCS/article/view/18568Licence: Unspecified

Cite this

Cardellini, M., Maratea, M., Vallati, M., Boleto, G., & Oneto, L. (2021). A Planning-based Approach for In-Station Train Dispatching. In H. Ma, & I. Serina (Eds.), 14th International Symposium on Combinatorial Search, SoCS 2021 (Vol. 12, pp. 156-158). (14th International Symposium on Combinatorial Search, SoCS 2021; Vol. 12, No. 1). Association for the Advancement of Artificial Intelligence. https://ojs.aaai.org/index.php/SOCS/article/view/18568

Cardellini, Matteo ; Maratea, Marco ; Vallati, Mauro et al. / A Planning-based Approach for In-Station Train Dispatching. 14th International Symposium on Combinatorial Search, SoCS 2021. editor / Hang Ma ; Ivan Serina. Vol. 12 Association for the Advancement of Artificial Intelligence, 2021. pp. 156-158 (14th International Symposium on Combinatorial Search, SoCS 2021; 1).

@inproceedings{ec6bcd39d3f4421ba9441f9b43d502ab,

title = "A Planning-based Approach for In-Station Train Dispatching",

abstract = "In-station train dispatching is the problem of optimising the effective utilisation of available railway infrastructures for mitigating incidents and delays. In this paper, we describe an approach for dealing with the in-station dispatching problem by means of automated planning techniques.",

keywords = "Real-life Applications, Model-based Search",

author = "Matteo Cardellini and Marco Maratea and Mauro Vallati and Gianluca Boleto and Luca Oneto",

note = "Funding Information: This work has been partially funded by Hitachi Rail STS through RAIDLab, a joint laboratory with University of Genoa. This work has been supported by Rete Ferroviaria Italiana who provided the data for the analysis (we sincerely thank Renzo Canepa for his support). Mauro Vallati was supported by a UKRI Future Leaders Fellowship [grant number MR/T041196/1]. Publisher Copyright: Copyright {\textcopyright} 2021, Association for the Advancement of Artificial Intelligence (www.aaai.org). All rights reserved.; 14th International Symposium on Combinatorial Search, SoCS 2021 ; Conference date: 26-07-2021 Through 30-07-2021",

year = "2021",

month = jul,

day = "22",

language = "English",

isbn = "9781577358701",

volume = "12",

series = "14th International Symposium on Combinatorial Search, SoCS 2021",

publisher = "Association for the Advancement of Artificial Intelligence",

number = "1",

pages = "156--158",

editor = "Hang Ma and Ivan Serina",

booktitle = "14th International Symposium on Combinatorial Search, SoCS 2021",

address = "United States",

}

Cardellini, M, Maratea, M, Vallati, M, Boleto, G & Oneto, L 2021, A Planning-based Approach for In-Station Train Dispatching. in H Ma & I Serina (eds), 14th International Symposium on Combinatorial Search, SoCS 2021. vol. 12, 14th International Symposium on Combinatorial Search, SoCS 2021, no. 1, vol. 12, Association for the Advancement of Artificial Intelligence, pp. 156-158, 14th International Symposium on Combinatorial Search, Guangzhou, Virtual, China, 26/07/21. <https://ojs.aaai.org/index.php/SOCS/article/view/18568>

A Planning-based Approach for In-Station Train Dispatching. / Cardellini, Matteo; Maratea, Marco; Vallati, Mauro et al.

14th International Symposium on Combinatorial Search, SoCS 2021. ed. / Hang Ma; Ivan Serina. Vol. 12 Association for the Advancement of Artificial Intelligence, 2021. p. 156-158 (14th International Symposium on Combinatorial Search, SoCS 2021; Vol. 12, No. 1).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - A Planning-based Approach for In-Station Train Dispatching

AU - Cardellini, Matteo

AU - Maratea, Marco

AU - Vallati, Mauro

AU - Boleto, Gianluca

AU - Oneto, Luca

N1 - Conference code: 14

PY - 2021/7/22

Y1 - 2021/7/22

N2 - In-station train dispatching is the problem of optimising the effective utilisation of available railway infrastructures for mitigating incidents and delays. In this paper, we describe an approach for dealing with the in-station dispatching problem by means of automated planning techniques.

AB - In-station train dispatching is the problem of optimising the effective utilisation of available railway infrastructures for mitigating incidents and delays. In this paper, we describe an approach for dealing with the in-station dispatching problem by means of automated planning techniques.

KW - Real-life Applications

KW - Model-based Search

UR - http://www.scopus.com/inward/record.url?scp=85124627391&partnerID=8YFLogxK

UR - https://ojs.aaai.org/index.php/SOCS/issue/view/445

M3 - Conference contribution

AN - SCOPUS:85124627391

SN - 9781577358701

VL - 12

T3 - 14th International Symposium on Combinatorial Search, SoCS 2021

SP - 156

EP - 158

BT - 14th International Symposium on Combinatorial Search, SoCS 2021

A2 - Ma, Hang

A2 - Serina, Ivan

PB - Association for the Advancement of Artificial Intelligence

T2 - 14th International Symposium on Combinatorial Search

Y2 - 26 July 2021 through 30 July 2021

ER -

A Planning-based Approach for In-Station Train Dispatching

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