TY - JOUR
T1 - On the ergodic control of ensembles in the presence of non-linear filters
AU - Kungurtsev, Vyacheslav
AU - Marecek, Jakub
AU - Ghosh, Ramen
AU - Shorten, Robert
N1 - Publisher Copyright:
© 2023
PY - 2023/6
Y1 - 2023/6
N2 - In many sharing-economy applications, as well as in other, conventional applications, one wishes to regulate the behaviour of an ensemble of agents with guarantees on both the regulation of the ensemble in aggregate and the revenue or quality of service associated with each agent. Previous work [Automatica, Volume 108, 108483] has developed guarantees of unique ergodicity when there are linear filters. Here, we extend the guarantees to systems including non-linear elements, such as non-linear filters.
AB - In many sharing-economy applications, as well as in other, conventional applications, one wishes to regulate the behaviour of an ensemble of agents with guarantees on both the regulation of the ensemble in aggregate and the revenue or quality of service associated with each agent. Previous work [Automatica, Volume 108, 108483] has developed guarantees of unique ergodicity when there are linear filters. Here, we extend the guarantees to systems including non-linear elements, such as non-linear filters.
UR - http://www.scopus.com/inward/record.url?scp=85148936324&partnerID=8YFLogxK
U2 - 10.1016/j.automatica.2023.110946
DO - 10.1016/j.automatica.2023.110946
M3 - Article
AN - SCOPUS:85148936324
SN - 0005-1098
VL - 152
JO - Automatica
JF - Automatica
M1 - 110946
ER -