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Predictive state representation

In computer science, a predictive state representation (PSR) is a way to model a state of controlled dynamical system from a history of actions taken and resulting observations. PSR captures the state of a system as a vector of predictions for future tests (experiments) that can be done on the system. A test is a sequence of action-observation pairs and…

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Predictive state representation

Nodes6
Edges5
Triples24
Avg. degree1.67
Density0.333333
Components1

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Predictive state representation

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related to References · 24
Predictive state representation → Advances, Artificial Intelligence, James, Littman, Matthew, Michael, Modeling Dynamical Systems, Neural Information Processing Systems, New Theory, NIPS, PDF, Predictive Representations, Predictive State Representations, Proceedings, Richard, Rudary, Satinder, Satinder Singh, Singh, State

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displaystyle state psr system predictive probability history tests actions test dynamical dots representation taken observations sequence systems predictions observable consider

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SubjectPredicateObjectConfidenceSrc
Predictive state representationrelated to ReferencesLittman0.60section
Predictive state representationrelated to ReferencesMichael0.60section
Predictive state representationrelated to ReferencesRichard0.60section
Predictive state representationrelated to ReferencesSutton0.60section
Predictive state representationrelated to ReferencesSatinder Singh0.60section
Predictive state representationrelated to ReferencesPredictive Representations0.60section
Predictive state representationrelated to ReferencesState0.60section
Predictive state representationrelated to ReferencesPDF0.60section
Predictive state representationrelated to ReferencesAdvances0.60section
Predictive state representationrelated to ReferencesNeural Information Processing Systems0.60section
Predictive state representationrelated to ReferencesNIPS0.60section
Predictive state representationrelated to ReferencesSingh0.60section

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