Title :
On the existence of optimal strategies in multi-agent stochastic teams
Author :
Gupta, Arpan ; Yuksel, Serdar ; Langbort, Cedric ; Basar, Tamer
Author_Institution :
Coordinated Sci. Lab., Univ. of Illinois at Urbana-Champaign, Urbana, IL, USA
Abstract :
In this paper, we identify sufficient conditions under which an N-agent static team with no observation sharing information structure admits a team-optimal solution. We also discuss the implications of our result in the study of dynamic LQG team problems.
Keywords :
linear quadratic Gaussian control; multi-robot systems; stochastic systems; N-agent static team; dynamic LQG team problems; information structure; linear quadratic Gaussian control; multi-agent stochastic teams; optimal strategies; sufficient conditions; Aerospace electronics; Control systems; Cost function; Educational institutions; Extraterrestrial measurements; Random variables; Stochastic processes; Optimal control; Optimization; Stochastic systems;
Conference_Titel :
American Control Conference (ACC), 2014
Conference_Location :
Portland, OR
Print_ISBN :
978-1-4799-3272-6
DOI :
10.1109/ACC.2014.6859129
