354 citations · 740 across the 11 of their papers we have counts for
Showing 2012 · cs.AIShow all
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cs.AI2012★ 3 cited
Predictive State Representations: A New Theory for Modeling Dynamical Systems
Satinder Singh, Michael James, Matthew Rudary
Modeling dynamical systems, both for control purposes and to make predictions about their behavior, is ubiquitous in science and engineering. Predictive state representations (PSRs…
cs.AI2012★ 20 cited
Predictive Linear-Gaussian Models of Stochastic Dynamical Systems
Matthew Rudary, Satinder Singh, David Wingate
Models of dynamical systems based on predictive state representations (PSRs) are defined strictly in terms of observable quantities, in contrast with traditional models (such as Hi…