License: Creative Commons Attribution 4.0 International license (CC BY 4.0)
When quoting this document, please refer to the following
DOI: 10.4230/LIPIcs.TIME.2022.15
URN: urn:nbn:de:0030-drops-172622
URL: http://dagstuhl.sunsite.rwth-aachen.de/volltexte/2022/17262/
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Gutierrez, Julian ; Kraus, Sarit ; Perelli, Giuseppe ; Wooldridge, Michael

Giving Instructions in Linear Temporal Logic

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LIPIcs-TIME-2022-15.pdf (0.8 MB)

Abstract

Our aim is to develop a formal semantics for giving instructions to taskable agents, to investigate the complexity of decision problems relating to these semantics, and to explore the issues that these semantics raise. In the setting we consider, agents are given instructions in the form of Linear Temporal Logic (LTL) formulae; the intuitive interpretation of such an instruction is that the agent should act in such a way as to ensure the formula is satisfied. At the same time, agents are assumed to have inviolable and immutable background safety requirements, also specified as LTL formulae. Finally, the actions performed by an agent are assumed to have costs, and agents must act within a limited budget. For this setting, we present a range of interpretations of an instruction to achieve an LTL task Υ, intuitively ranging from "try to do this but only if you can do so with everything else remaining unchanged" up to "drop everything and get this done." For each case we present a formal pre-/post-condition semantics, and investigate the computational issues that they raise.

BibTeX - Entry

@InProceedings{gutierrez_et_al:LIPIcs.TIME.2022.15,
  author =	{Gutierrez, Julian and Kraus, Sarit and Perelli, Giuseppe and Wooldridge, Michael},
  title =	{{Giving Instructions in Linear Temporal Logic}},
  booktitle =	{29th International Symposium on Temporal Representation and Reasoning (TIME 2022)},
  pages =	{15:1--15:14},
  series =	{Leibniz International Proceedings in Informatics (LIPIcs)},
  ISBN =	{978-3-95977-262-4},
  ISSN =	{1868-8969},
  year =	{2022},
  volume =	{247},
  editor =	{Artikis, Alexander and Posenato, Roberto and Tonetta, Stefano},
  publisher =	{Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik},
  address =	{Dagstuhl, Germany},
  URL =		{https://drops.dagstuhl.de/opus/volltexte/2022/17262},
  URN =		{urn:nbn:de:0030-drops-172622},
  doi =		{10.4230/LIPIcs.TIME.2022.15},
  annote =	{Keywords: Linear Temporal Logic, Synthesis, Game theory, Multi-Agent Systems}
}

Keywords: Linear Temporal Logic, Synthesis, Game theory, Multi-Agent Systems
Collection: 29th International Symposium on Temporal Representation and Reasoning (TIME 2022)
Issue Date: 2022
Date of publication: 29.10.2022

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