Reshaping State-Space Search: From Dominance to Contrastive Analysis

Álvaro Torralba

doi:10.1609/aaai.v37i13.26824

Reshaping State-Space Search: From Dominance to Contrastive Analysis

^*Corresponding author for this work

Research output: Contribution to book/anthology/report/conference proceeding › Conference abstract in proceeding › Research › peer-review

Abstract

State-space search is paramount for intelligent decision making when long-term thinking is needed. We introduce dominance and contrastive analysis methods, which enable reasoning about the relative advantages among different courses of action. This re-shapes how agents reason and leads to new families of state-space search algorithms.

Original language	English
Title of host publication	AAAI-23 Special Programs, IAAI-23, EAAI-23, Student Papers and Demonstrations
Editors	Brian Williams, Yiling Chen, Jennifer Neville
Number of pages	1
Publisher	AAAI Press
Publication date	27 Jun 2023
Pages	15457
ISBN (Electronic)	978-1-57735-880-0
DOIs	https://doi.org/10.1609/aaai.v37i13.26824
Publication status	Published - 27 Jun 2023
Event	37th AAAI Conference on Artificial Intelligence, AAAI 2023 - Washington, United States Duration: 7 Feb 2023 → 14 Feb 2023

Conference

Conference	37th AAAI Conference on Artificial Intelligence, AAAI 2023
Country/Territory	United States
City	Washington
Period	07/02/2023 → 14/02/2023
Sponsor	Association for the Advancement of Artificial Intelligence

Series	Proceedings of the AAAI Conference on Artificial Intelligence
Number	13
Volume	37
ISSN	2374-3468

Bibliographical note

Publisher Copyright:
Copyright © 2023, Association for the Advancement of Artificial Intelligence (www.aaai.org). All rights reserved.

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title = "Reshaping State-Space Search: From Dominance to Contrastive Analysis",

abstract = "State-space search is paramount for intelligent decision making when long-term thinking is needed. We introduce dominance and contrastive analysis methods, which enable reasoning about the relative advantages among different courses of action. This re-shapes how agents reason and leads to new families of state-space search algorithms.",

author = "{\'A}lvaro Torralba",

note = "Publisher Copyright: Copyright {\textcopyright} 2023, Association for the Advancement of Artificial Intelligence (www.aaai.org). All rights reserved.; 37th AAAI Conference on Artificial Intelligence, AAAI 2023 ; Conference date: 07-02-2023 Through 14-02-2023",

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Torralba, Á 2023, Reshaping State-Space Search: From Dominance to Contrastive Analysis. in B Williams, Y Chen & J Neville (eds), AAAI-23 Special Programs, IAAI-23, EAAI-23, Student Papers and Demonstrations. AAAI Press, Proceedings of the AAAI Conference on Artificial Intelligence, no. 13, vol. 37, pp. 15457, 37th AAAI Conference on Artificial Intelligence, AAAI 2023, Washington, United States, 07/02/2023. https://doi.org/10.1609/aaai.v37i13.26824

Reshaping State-Space Search: From Dominance to Contrastive Analysis. / Torralba, Álvaro.
AAAI-23 Special Programs, IAAI-23, EAAI-23, Student Papers and Demonstrations. ed. / Brian Williams; Yiling Chen; Jennifer Neville. AAAI Press, 2023. p. 15457 (Proceedings of the AAAI Conference on Artificial Intelligence; No. 13, Vol. 37).

Research output: Contribution to book/anthology/report/conference proceeding › Conference abstract in proceeding › Research › peer-review

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Reshaping State-Space Search: From Dominance to Contrastive Analysis

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