Proceedings of the 2001 American Control Conference. (Cat. No.01CH37148) 2001
DOI: 10.1109/acc.2001.945724
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Closed-loop control for joint air operations

Abstract: Abstmct-This paper focuses on the problem of providing real-time, closed-loop feedback control of Joint Air Operations (JAO) via near-optimal mission assignments. For this application, a rollout algorithm is employed which is based on the theory of stochastic dynamic programming. The primary benefits of this technology are agile and stable control of distributed stochastic systems. The rollout algorithm is applied t o a small JAO scenario that includes limited assets, risk/reward that is dependent on mission c… Show more

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Cited by 22 publications
(23 citation statements)
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“…24 hour cycle), among other benefits, significantly shortens the time to achieve air campaign objectives. Other endeavors to enhance the C2 functional capability using different criteria and formalizations have also been reported [10], [11], [17], [41].…”
Section: Problem Descriptionmentioning
confidence: 99%
See 2 more Smart Citations
“…24 hour cycle), among other benefits, significantly shortens the time to achieve air campaign objectives. Other endeavors to enhance the C2 functional capability using different criteria and formalizations have also been reported [10], [11], [17], [41].…”
Section: Problem Descriptionmentioning
confidence: 99%
“…Therefore it is assumed that state transition rates have been determined for the model. The reader having an interest in how transition rates in air operations are determined is referred to the two sample models [21], [41] in Table S1 which also intends to show the differences of the two models. It is easy to determine which transitions are controllable by Blue.…”
Section: Coverage Of Transitions In a Strategic Modelmentioning
confidence: 99%
See 1 more Smart Citation
“…It was shown through experimentation that the ADP strategies were able to produce operationally consistent control strategies that anticipated likely contingencies and positioned assets for opportunities of recourse in near real-time. 14 …”
Section: Agency Use Only (Leave Blank)mentioning
confidence: 99%
“…Although many researchers have been discussing autonomous multi-agent operations [2], [3], [4], [5], more work is needed on how to perform multi-agent health management for autonomous task groups. In principle, some of the issues raised in this problem are similar to questions arising in manufacturing systems [6], [7] and air transportation [8], [9].…”
Section: During a Mission How Should Teams Of Autonomous Agents Be Mmentioning
confidence: 99%