Epistemic Planning with Attention as a Bounded Resource
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Publication:6368154
DOI10.1007/978-3-030-88708-7_2arXiv2105.09976MaRDI QIDQ6368154
Gaia Belardinelli, Rasmus K. Rendsvig
Publication date: 20 May 2021
Abstract: Where information grows abundant, attention becomes a scarce resource. As a result, agents must plan wisely how to allocate their attention in order to achieve epistemic efficiency. Here, we present a framework for multi-agent epistemic planning with attention, based on Dynamic Epistemic Logic (DEL, a powerful formalism for epistemic planning). We identify the framework as a fragment of standard DEL, and consider its plan existence problem. While in the general case undecidable, we show that when attention is required for learning, all instances of the problem are decidable.
Logic in artificial intelligence (68T27) Logics of knowledge and belief (including belief change) (03B42) Problem solving in the context of artificial intelligence (heuristics, search strategies, etc.) (68T20) Agent technology and artificial intelligence (68T42)
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