A Computationally Grounded Framework for Cognitive Attitudes (extended version)

December 18, 2024 ยท The Ethereal ยท ๐Ÿ› arXiv.org

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Authors Tiago de Lima, Emiliano Lorini, Elise Perrotin, Franรงois Schwarzentruber arXiv ID 2412.14073 Category cs.LO: Logic in CS Cross-listed cs.AI Citations 0 Venue arXiv.org Last Checked 5 months ago
Abstract
We introduce a novel language for reasoning about agents' cognitive attitudes of both epistemic and motivational type. We interpret it by means of a computationally grounded semantics using belief bases. Our language includes five types of modal operators for implicit belief, complete attraction, complete repulsion, realistic attraction and realistic repulsion. We give an axiomatization and show that our operators are not mutually expressible and that they can be combined to represent a large variety of psychological concepts including ambivalence, indifference, being motivated, being demotivated and preference. We present a dynamic extension of the language that supports reasoning about the effects of belief change operations. Finally, we provide a succinct formulation of model checking for our languages and a PSPACE model checking algorithm relying on a reduction into TQBF. We present some experimental results for the implemented algorithm on computation time in a concrete example.
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