View in EDS HTML Full Text PDF Full Text

Reassessing Machine Learning for Decision Analysis: Reinforcement Learning vs. Least Squares Monte Carlo for Real Option Decisions in Energy Transition.

Saved in:
Bibliographic Details
Title: Reassessing Machine Learning for Decision Analysis: Reinforcement Learning vs. Least Squares Monte Carlo for Real Option Decisions in Energy Transition.
Authors: Cheraghi, Yasaman1 (AUTHOR) yasaman.y.cheraghi@uis.no, Bratvold, Reidar B.1 (AUTHOR) reidar.bratvold@uis.no
Source: Decision Analysis (INFORMS). Jun2026, Vol. 23 Issue 2, p94-113. 20p.
Database: Business Source Ultimate
Full text is not displayed to guests.
FullText Links:
  – Type: pdflink
Text:
  Availability: 1
Header DbId: bsu
DbLabel: Business Source Ultimate
An: 194363666
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 0
IllustrationInfo
Items – Name: Title
  Label: Title
  Group: Ti
  Data: Reassessing Machine Learning for Decision Analysis: Reinforcement Learning vs. Least Squares Monte Carlo for Real Option Decisions in Energy Transition.
– Name: Author
  Label: Authors
  Group: Au
  Data: <searchLink fieldCode="AR" term="%22Cheraghi%2C+Yasaman%22">Cheraghi, Yasaman</searchLink><relatesTo>1</relatesTo> (AUTHOR)<i> yasaman.y.cheraghi@uis.no</i><br /><searchLink fieldCode="AR" term="%22Bratvold%2C+Reidar+B%2E%22">Bratvold, Reidar B.</searchLink><relatesTo>1</relatesTo> (AUTHOR)<i> reidar.bratvold@uis.no</i>
– Name: TitleSource
  Label: Source
  Group: Src
  Data: <searchLink fieldCode="JN" term="%22Decision+Analysis+%28INFORMS%29%22">Decision Analysis (INFORMS)</searchLink>. Jun2026, Vol. 23 Issue 2, p94-113. 20p.
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=bsu&AN=194363666
RecordInfo BibRecord:
  BibEntity:
    Identifiers:
      – Type: doi
        Value: 10.1287/deca.2025.0335
    Languages:
      – Code: eng
        Text: English
    PhysicalDescription:
      Pagination:
        PageCount: 20
        StartPage: 94
    Titles:
      – TitleFull: Reassessing Machine Learning for Decision Analysis: Reinforcement Learning vs. Least Squares Monte Carlo for Real Option Decisions in Energy Transition.
        Type: main
  BibRelationships:
    HasContributorRelationships:
      – PersonEntity:
          Name:
            NameFull: Cheraghi, Yasaman
      – PersonEntity:
          Name:
            NameFull: Bratvold, Reidar B.
    IsPartOfRelationships:
      – BibEntity:
          Dates:
            – D: 01
              M: 06
              Text: Jun2026
              Type: published
              Y: 2026
          Identifiers:
            – Type: issn-print
              Value: 15458490
          Numbering:
            – Type: volume
              Value: 23
            – Type: issue
              Value: 2
          Titles:
            – TitleFull: Decision Analysis (INFORMS)
              Type: main
ResultId 1