loading
Papers Papers/2022 Papers Papers/2022

Research.Publish.Connect.

Paper

Paper Unlock

Authors: Keiichi Hamada 1 ; Masanori Akiyoshi 2 and Masaki Samejima 1

Affiliations: 1 Osaka University, Japan ; 2 Hiroshima Institute of Technology, Japan

Keyword(s): Project Management, Skill-up Simulator, Reinforcement Learning, Decision Tree.

Related Ontology Subjects/Areas/Topics: Applications ; Artificial Intelligence ; e-Business ; Education/Learning ; e-Learning ; Enterprise Information Systems ; Human-Computer Interaction ; Intelligent Information Systems ; Knowledge Management and Information Sharing ; Knowledge-Based Systems ; Symbolic Systems

Abstract: This paper addresses generating reference operation that a manager should carry out for improving a result of a certain project based on the project principle. The project principle is a group of rules to indicate what to do in situations of a project, and also necessary to generate the reference operation. First, the proposed method generates the project principle from optimal operations derived by reinforcement learning on automatically generated operations. And, the reference operation is generated by applying the project principle to a certain project model. Experimental results show that the proposed method can automatically generate the reference operation as well as manual generation.

CC BY-NC-ND 4.0

Sign In Guest: Register as new SciTePress user now for free.

Sign In SciTePress user: please login.

PDF ImageMy Papers

You are not signed in, therefore limits apply to your IP address 18.116.14.12

In the current month:
Recent papers: 100 available of 100 total
2+ years older papers: 200 available of 200 total

Paper citation in several formats:
Hamada, K.; Akiyoshi, M. and Samejima, M. (2012). A Generation Method of Reference Operation using Reinforcement Learning on Project Manager Skill-up Simulator. In Proceedings of the International Conference on Knowledge Management and Information Sharing (IC3K 2012) - KMIS; ISBN 978-989-8565-31-0; ISSN 2184-3228, SciTePress, pages 15-20. DOI: 10.5220/0004131700150020

@conference{kmis12,
author={Keiichi Hamada. and Masanori Akiyoshi. and Masaki Samejima.},
title={A Generation Method of Reference Operation using Reinforcement Learning on Project Manager Skill-up Simulator},
booktitle={Proceedings of the International Conference on Knowledge Management and Information Sharing (IC3K 2012) - KMIS},
year={2012},
pages={15-20},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0004131700150020},
isbn={978-989-8565-31-0},
issn={2184-3228},
}

TY - CONF

JO - Proceedings of the International Conference on Knowledge Management and Information Sharing (IC3K 2012) - KMIS
TI - A Generation Method of Reference Operation using Reinforcement Learning on Project Manager Skill-up Simulator
SN - 978-989-8565-31-0
IS - 2184-3228
AU - Hamada, K.
AU - Akiyoshi, M.
AU - Samejima, M.
PY - 2012
SP - 15
EP - 20
DO - 10.5220/0004131700150020
PB - SciTePress

- Science and Technology Publications, Lda.
RESOURCES

Proceedings

Papers

Authors

Ontology

CONTACTS

Science and Technology Publications, Lda
Avenida de S. Francisco Xavier, Lote 7 Cv. C,
2900-616 Setúbal, Portugal.

Phone: +351 265 520 185 (National fixed network call)
Fax: +351 265 520 186
Email: info@scitepress.org

EXTERNAL LINKS

PRIMORIS

INSTICC

SCITEVENTS

CROSSREF

PROCEEDINGS SUBMITTED FOR INDEXATION BY:

dblp

Ei Compendex

SCOPUS

Semantic Scholar

Google Scholar

Microsoft Academic