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On the existence of stationary optimal receding-horizon strategies for dynamic teams with common past information structures

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4 Author(s)
Aicardi, M. ; Dept. of Commun., Comput. & Syst. Sci., Genoa Univ., Italy ; Casalino, G. ; Minciardi, R. ; Zoppoli, R.

For a linear-quadratic-Gaussian (LQG) team control problem characterized by a partial nestedness of the information structure, and by the existence of a common past information set previous results have established the existence of a sufficient statistic. Since, even under the assumptions made, the determination of optimal strategies over an infinite control horizon remains a difficult problem, the use of a receding horizon control scheme is considered. Unfortunately, the use of such a scheme within a decentralized control framework still yields, in general, time-varying strategies. A condition for the existence of stationary team optimal receding horizon strategies is provided

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Automatic Control, IEEE Transactions on  (Volume:37 ,  Issue: 11 )