@inproceedings{e4d3d7ac948946e399dcf5a3142a6d1b,
title = "Scaling Up: Solving POMDPs Through Value Based Clustering",
abstract = "We present here a point-based value iteration algorithm for solving POMDPs, that orders belief state backups smartly based on a clustering of the underlying MDP states. We show our SCVI algorithm to converge faster than state of the art point-based algorithms.",
author = "Yan Virin and Guy Shani and Shimony, {Solomon E.} and Brafman, {Ronen I.}",
year = "2007",
month = nov,
day = "28",
language = "English",
isbn = "1577353234",
series = "Proceedings of the National Conference on Artificial Intelligence",
pages = "1910--1911",
booktitle = "AAAI-07/IAAI-07 Proceedings",
note = "AAAI-07/IAAI-07 Proceedings: 22nd AAAI Conference on Artificial Intelligence and the 19th Innovative Applications of Artificial Intelligence Conference ; Conference date: 22-07-2007 Through 26-07-2007",
}