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A Simple Framework for Cognitive Planning

Abstract : We present a novel approach to cognitive planning, i.e., an agent's planning aimed at changing the cognitive attitudes of another agent including her beliefs and intentions. We encode the cognitive planning problem in an epistemic logic with a semantics exploiting belief bases. We study a NP-fragment of the logic whose satisfiability problem is reduced to SAT. We provide complexity results for the cognitive planning problem. Moreover, we illustrate its potential for applications in human-machine interaction in which an artificial agent is expected to interact with a human agent through dialogue and to persuade the human to behave in a certain way.
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https://hal.archives-ouvertes.fr/hal-03091086
Contributor : Dominique Longin Connect in order to contact the contributor
Submitted on : Friday, April 9, 2021 - 1:27:01 PM
Last modification on : Tuesday, October 19, 2021 - 2:23:36 PM
Long-term archiving on: : Monday, July 12, 2021 - 9:19:32 AM

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  • HAL Id : hal-03091086, version 1

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Jorge Luis Fernandez Davila, Dominique Longin, Emiliano Lorini, Frédéric Maris. A Simple Framework for Cognitive Planning. 35th AAAI Conference on Artificial Intelligence (AAAI 2021), AAAI : Association for the Advancement of Artificial Intelligence, Feb 2021, Hong Kong (virtual), China. ⟨hal-03091086⟩

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