View in EDS

Quantifying capability gaps via information relaxation and deep reinforcement learning in infinite-horizon Markov decision processes: A military air battle management application.

Saved in:
Bibliographic Details
Title: Quantifying capability gaps via information relaxation and deep reinforcement learning in infinite-horizon Markov decision processes: A military air battle management application.
Authors: Liles IV, Joseph M.1, joseph.liles@us.af.mil, Robbins, Matthew J.1, Lunday, Brian J.1
Source: Journal of the Operational Research Society; May2026, Vol. 77 Issue 5, p1322-1337, 16p
Database: Applied Science & Technology Source
FullText Text:
  Availability: 0
Header DbId: aci
DbLabel: Applied Science & Technology Source
An: 193084159
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 0
IllustrationInfo
Items – Name: Title
  Label: Title
  Group: Ti
  Data: Quantifying capability gaps via information relaxation and deep reinforcement learning in infinite-horizon Markov decision processes: A military air battle management application.
– Name: Author
  Label: Authors
  Group: Au
  Data: <searchLink fieldCode="AU" term="%22Liles+IV%2C+Joseph+M%2E%22">Liles IV, Joseph M.</searchLink><relatesTo>1</relatesTo>, <i>joseph.liles@us.af.mil</i><br /><searchLink fieldCode="AU" term="%22Robbins%2C+Matthew+J%2E%22">Robbins, Matthew J.</searchLink><relatesTo>1</relatesTo><br /><searchLink fieldCode="AU" term="%22Lunday%2C+Brian+J%2E%22">Lunday, Brian J.</searchLink><relatesTo>1</relatesTo>
– Name: TitleSource
  Label: Source
  Group: Src
  Data: <searchLink fieldCode="JN" term="%22Journal+of+the+Operational+Research+Society%22">Journal of the Operational Research Society</searchLink>; May2026, Vol. 77 Issue 5, p1322-1337, 16p
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=aci&AN=193084159
RecordInfo BibRecord:
  BibEntity:
    Identifiers:
      – Type: doi
        Value: 10.1080/01605682.2025.2528915
    Languages:
      – Code: eng
        Text: English
    PhysicalDescription:
      Pagination:
        PageCount: 16
        StartPage: 1322
    Titles:
      – TitleFull: Quantifying capability gaps via information relaxation and deep reinforcement learning in infinite-horizon Markov decision processes: A military air battle management application.
        Type: main
  BibRelationships:
    HasContributorRelationships:
      – PersonEntity:
          Name:
            NameFull: Liles IV, Joseph M.
      – PersonEntity:
          Name:
            NameFull: Robbins, Matthew J.
      – PersonEntity:
          Name:
            NameFull: Lunday, Brian J.
    IsPartOfRelationships:
      – BibEntity:
          Dates:
            – D: 01
              M: 05
              Text: May2026
              Type: published
              Y: 2026
          Identifiers:
            – Type: issn-print
              Value: 01605682
          Numbering:
            – Type: volume
              Value: 77
            – Type: issue
              Value: 5
          Titles:
            – TitleFull: Journal of the Operational Research Society
              Type: main
ResultId 1