Efficient Planning in Large POMDPs through Policy Graph Based Factorized Approximations

Joni Pajarinen, Jaakko Peltonen, Ari Hottinen, Mikko A. Uusitalo

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

4 Citations (Scopus)

Original language	English
Title of host publication	ECML PKDD European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD)
Editors	J. Balcázar, F. Bonchi, A. Gionis, M. Sebag
Publisher	Springer
Pages	1-16
Publication status	Published - 2010
MoE publication type	A4 Article in a conference publication

OpenUrl availability

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title = "Efficient Planning in Large POMDPs through Policy Graph Based Factorized Approximations",

author = "Joni Pajarinen and Jaakko Peltonen and Ari Hottinen and Uusitalo, {Mikko A.}",

note = "VK: airc hiit",

year = "2010",

language = "English",

pages = "1--16",

editor = "J. Balc{\'a}zar and F. Bonchi and A. Gionis and M. Sebag",

booktitle = "ECML PKDD European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD)",

publisher = "Springer",

address = "Germany",

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Efficient Planning in Large POMDPs through Policy Graph Based Factorized Approximations. / Pajarinen, Joni ; Peltonen, Jaakko; Hottinen, Ari et al.
ECML PKDD European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD). ed. / J. Balcázar; F. Bonchi; A. Gionis; M. Sebag. Springer, 2010. p. 1-16.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

TY - GEN

T1 - Efficient Planning in Large POMDPs through Policy Graph Based Factorized Approximations

AU - Pajarinen, Joni

AU - Peltonen, Jaakko

AU - Hottinen, Ari

AU - Uusitalo, Mikko A.

N1 - VK: airc hiit

PY - 2010

Y1 - 2010

UR - http://dx.doi.org/10.1007/978-3-642-15939-8_1

M3 - Conference contribution

SP - 1

EP - 16

BT - ECML PKDD European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD)

A2 - Balcázar, J.

A2 - Bonchi, F.

A2 - Gionis, A.

A2 - Sebag, M.

PB - Springer

ER -