Identifying useful subgoals in reinforcement learning by local graph partitioning

Özgür Şimşek; Alicia P. Wolfe; Andrew G. Barto

doi:10.1145/1102351.1102454

Identifying useful subgoals in reinforcement learning by local graph partitioning

Özgür Şimşek, Alicia P. Wolfe, Andrew G. Barto

Department of Computer Science

Research output: Chapter or section in a book/report/conference proceeding › Chapter in a published conference proceeding

172 Citations (SciVal)

Original language	English
Title of host publication	Proceedings of the Twenty-Second International Conference on Machine Learning (ICML 2005) Bonn, Germany, August 7-11, 2005
Subtitle of host publication	ICML '05
Editors	Luc De Raedt, Stefan Wrobel
Publisher	Association for Computing Machinery
Pages	816-823
Number of pages	8
Volume	2005
DOIs	https://doi.org/10.1145/1102351.1102454
Publication status	Published - 7 Aug 2005

Publication series

Name	ACM International Conference Proceedings
Volume	119

Access to Document

10.1145/1102351.1102454

Cite this

Şimşek, Ö., Wolfe, A. P., & Barto, A. G. (2005). Identifying useful subgoals in reinforcement learning by local graph partitioning. In L. De Raedt, & S. Wrobel (Eds.), Proceedings of the Twenty-Second International Conference on Machine Learning (ICML 2005) Bonn, Germany, August 7-11, 2005: ICML '05 (Vol. 2005, pp. 816-823). (ACM International Conference Proceedings; Vol. 119). Association for Computing Machinery. https://doi.org/10.1145/1102351.1102454

Identifying useful subgoals in reinforcement learning by local graph partitioning. / Şimşek, Özgür; Wolfe, Alicia P.; Barto, Andrew G.
Proceedings of the Twenty-Second International Conference on Machine Learning (ICML 2005) Bonn, Germany, August 7-11, 2005: ICML '05. ed. / Luc De Raedt; Stefan Wrobel. Vol. 2005 Association for Computing Machinery, 2005. p. 816-823 (ACM International Conference Proceedings; Vol. 119).

Research output: Chapter or section in a book/report/conference proceeding › Chapter in a published conference proceeding

Şimşek, Ö, Wolfe, AP & Barto, AG 2005, Identifying useful subgoals in reinforcement learning by local graph partitioning. in L De Raedt & S Wrobel (eds), Proceedings of the Twenty-Second International Conference on Machine Learning (ICML 2005) Bonn, Germany, August 7-11, 2005: ICML '05. vol. 2005, ACM International Conference Proceedings, vol. 119, Association for Computing Machinery, pp. 816-823. https://doi.org/10.1145/1102351.1102454

Şimşek Ö, Wolfe AP, Barto AG. Identifying useful subgoals in reinforcement learning by local graph partitioning. In De Raedt L, Wrobel S, editors, Proceedings of the Twenty-Second International Conference on Machine Learning (ICML 2005) Bonn, Germany, August 7-11, 2005: ICML '05. Vol. 2005. Association for Computing Machinery. 2005. p. 816-823. (ACM International Conference Proceedings). doi: 10.1145/1102351.1102454

Şimşek, Özgür ; Wolfe, Alicia P. ; Barto, Andrew G. / Identifying useful subgoals in reinforcement learning by local graph partitioning. Proceedings of the Twenty-Second International Conference on Machine Learning (ICML 2005) Bonn, Germany, August 7-11, 2005: ICML '05. editor / Luc De Raedt ; Stefan Wrobel. Vol. 2005 Association for Computing Machinery, 2005. pp. 816-823 (ACM International Conference Proceedings).

@inproceedings{bb852eac97894246a53b46f4130c586c,

title = "Identifying useful subgoals in reinforcement learning by local graph partitioning",

author = "{\"O}zg{\"u}r {\c S}im{\c s}ek and Wolfe, {Alicia P.} and Barto, {Andrew G.}",

year = "2005",

month = aug,

day = "7",

doi = "10.1145/1102351.1102454",

language = "English",

volume = "2005",

series = "ACM International Conference Proceedings",

publisher = "Association for Computing Machinery",

pages = "816--823",

editor = "{De Raedt}, {Luc } and Stefan Wrobel",

booktitle = "Proceedings of the Twenty-Second International Conference on Machine Learning (ICML 2005) Bonn, Germany, August 7-11, 2005",

address = "USA United States",

}

TY - GEN

T1 - Identifying useful subgoals in reinforcement learning by local graph partitioning

AU - Şimşek, Özgür

AU - Wolfe, Alicia P.

AU - Barto, Andrew G.

PY - 2005/8/7

Y1 - 2005/8/7

U2 - 10.1145/1102351.1102454

DO - 10.1145/1102351.1102454

M3 - Chapter in a published conference proceeding

VL - 2005

T3 - ACM International Conference Proceedings

SP - 816

EP - 823

BT - Proceedings of the Twenty-Second International Conference on Machine Learning (ICML 2005) Bonn, Germany, August 7-11, 2005

A2 - De Raedt, Luc

A2 - Wrobel, Stefan

PB - Association for Computing Machinery

ER -