A Nonlinear Predictive State Representation. - Matthew R. Rudary; Satinder Singh 001 (NIPS, 2003)

Distributed Feedback Control for Decision Making on Supply Chains. - Christopher Kiekintveld; Michael P. Wellman; Satinder Singh 001; Joshua Estelle; Yevgeniy Vorobeychik; Vishal Soni; Matthew R. Rudary (ICAPS, 2004)

Adaptive cognitive orthotics: combining reinforcement learning and constraint-based temporal reasoning. - Matthew R. Rudary; Satinder Singh 001; Martha E. Pollack (ICML, 2004)

Predictive State Representations: A New Theory for Modeling Dynamical Systems. - Satinder Singh 001; Michael R. James 001; Matthew R. Rudary (UAI, 2004)

Predictive Linear-Gaussian Models of Stochastic Dynamical Systems. - Matthew R. Rudary; Satinder Singh 001; David Wingate (UAI, 2005)

Predictive linear-Gaussian models of controlled stochastic dynamical systems. - Matthew R. Rudary; Satinder Singh 001 (ICML, 2006)

Predictive Linear-Gaussian Models of Dynamical Systems with Vector-Valued Actions and Observations. - Matthew R. Rudary; Satinder Singh 001 (ISAIM, 2008)

On Predictive Linear Gaussian Models. - Matthew R. Rudary (2009)