{"type":"ScholarlyArticle","title":"Model minimization by linear PSR","authors":[{"name":"Masoumeh T. Izadi","slug":"masoumeh-t-izadi","given":"Masoumeh T.","family":"Izadi","affiliation":""},{"name":"Doina Precup","slug":"doina-precup","given":"Doina","family":"Precup","affiliation":""}],"abstract":"Predictive state representation (PSR), proposed by [Littman et al., 2002; Singh et al., 2004], are a general representation for controlled dynamical systems. We present a sufficient condition under which a linear PSR compresses a POMDP representation.","doi":null,"url":"https://ijcai.org/proceedings/2005/334","pdf":"https://ijcai.org/proceedings/2005/0334.pdf","markdown":"https://ijcai.org/proceedings/2005/334.md","bibtex":"https://ijcai.org/proceedings/2005/bibtex/334","volume":{"slug":"2005","title":"Proceedings of the Nineteenth International Joint Conference on Artificial Intelligence","short_title":"IJCAI 2005","url":"https://ijcai.org/proceedings/2005/","year":2005,"location":"Edinburgh, Scotland, UK","dates":"","editors":"","isbn":"","publisher":"International Joint Conferences on Artificial Intelligence","doi_prefix":""},"section":null,"track":"","number":334,"pages":{"first":1749,"last":1749},"keywords":[],"videos":[],"references":[],"license_note":"Copyright International Joint Conferences on Artificial Intelligence."}