Abstract
This paper studies a discrete-time stochastic control problem with linear quadratic criteria over an infinite-time horizon. We focus on control systems whose system matrices are associated with random parameters involving unknown statistical properties. We design a distributed stochastic approximation algorithm to tackle the Riccati equation and derive the optimal controller stabilizing the system. The convergence analysis is provided.
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