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- Predictive_state_representation abstract "In computer science, a predictive state representation (PSR) is a dynamical system representation that keeps track of the state of the system using predictions of future observations. A PSR's state is grounded directly to statistics over observable quantities. This is in contrast to other models of dynamical systems, such as partially observable Markov decision processes (POMDPs) where the state of the system is represented as a probability distribution over unobserved nominal states.".
- Predictive_state_representation wikiPageExternalLink dissertation.pdf.
- Predictive_state_representation wikiPageExternalLink psr.pdf.
- Predictive_state_representation wikiPageExternalLink uai2004psr.pdf.
- Predictive_state_representation wikiPageID "11360852".
- Predictive_state_representation wikiPageLength "1644".
- Predictive_state_representation wikiPageOutDegree "8".
- Predictive_state_representation wikiPageRevisionID "671633278".
- Predictive_state_representation wikiPageWikiLink Category:Dynamical_systems.
- Predictive_state_representation wikiPageWikiLink Category:Machine_learning.
- Predictive_state_representation wikiPageWikiLink Computer_science.
- Predictive_state_representation wikiPageWikiLink Dynamical_system.
- Predictive_state_representation wikiPageWikiLink Partially_observable_Markov_decision_process.
- Predictive_state_representation wikiPageWikiLink Probability_distribution.
- Predictive_state_representation wikiPageWikiLink Richard_S._Sutton.
- Predictive_state_representation wikiPageWikiLink Statistics.
- Predictive_state_representation wikiPageWikiLinkText "Predictive state representation".
- Predictive_state_representation hasPhotoCollection Predictive_state_representation.
- Predictive_state_representation wikiPageUsesTemplate Template:Citation.
- Predictive_state_representation wikiPageUsesTemplate Template:Cite_conference.
- Predictive_state_representation wikiPageUsesTemplate Template:Compu-AI-stub.
- Predictive_state_representation wikiPageUsesTemplate Template:Notability.
- Predictive_state_representation subject Category:Dynamical_systems.
- Predictive_state_representation subject Category:Machine_learning.
- Predictive_state_representation hypernym Representation.
- Predictive_state_representation type Article.
- Predictive_state_representation type Article.
- Predictive_state_representation type Field.
- Predictive_state_representation type Mechanic.
- Predictive_state_representation type Physic.
- Predictive_state_representation comment "In computer science, a predictive state representation (PSR) is a dynamical system representation that keeps track of the state of the system using predictions of future observations. A PSR's state is grounded directly to statistics over observable quantities. This is in contrast to other models of dynamical systems, such as partially observable Markov decision processes (POMDPs) where the state of the system is represented as a probability distribution over unobserved nominal states.".
- Predictive_state_representation label "Predictive state representation".
- Predictive_state_representation sameAs m.02r8zfk.
- Predictive_state_representation sameAs Q7239676.
- Predictive_state_representation sameAs Q7239676.
- Predictive_state_representation wasDerivedFrom Predictive_state_representation?oldid=671633278.
- Predictive_state_representation isPrimaryTopicOf Predictive_state_representation.