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S. Laurie Ricker, Karen Rudie. Knowledge Is a Terrible Thing to Waste: Using Inference in Discrete-Event Control Problems. IEEE Trans. Automat. Contr., 52(3):428-441, 2007. [doi]
Abstract is missing.