72 citations · 112 across the 9 of their papers we have counts for
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cs.AI2018
Nested Reasoning About Autonomous Agents Using Probabilistic Programs
Iris Rubi Seaman, Jan-Willem van de Meent, David Wingate
As autonomous agents become more ubiquitous, they will eventually have to reason about the plans of other agents, which is known as theory of mind reasoning. We develop a planning-…
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…