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Changing the Rules of the Game: Reasoning about Dynamic Phenomena in Multi-Agent Systems AAAI Track

Title: Changing the Rules of the Game: Reasoning about Dynamic Phenomena in Multi-Agent Systems AAAI Track
Authors: Galimullin, Rustam; Gladyshev, Maksim; Mittelmann, Munyque; Motamed, Nima; Sub Intelligent Systems; Vorobeychik, Yevgeniy; Das, Sanmay; Nowe, Ann
Publication Year: 2025
Subject Terms: Formal Verification; Model Change; Strategy Logics; Artificial Intelligence; Software; Control and Systems Engineering
Description: The design and application of multi-agent systems (MAS) require reasoning about the effects of modifications on their underlying structure. In particular, such changes may impact the satisfaction of system specifications and the strategic abilities of their autonomous components. In this paper, we are concerned with the problem of verifying and synthesising modifications (or updates) of MAS. We propose an extension of the Alternating-Time Temporal Logic (ATL) that enables reasoning about the dynamics of model change, called the Logic for ATL Model Building (LAMB). We show how LAMB can express various intuitions and ideas about the dynamics of MAS, from normative updates to mechanism design. As the main technical result, we prove that, while being strictly more expressive than ATL, LAMB enjoys a P-complete model-checking procedure.
Document Type: book part
File Description: application/pdf
Language: English
ISSN: 1548-8403
Relation: https://dspace.library.uu.nl/handle/1874/482982
Availability: https://dspace.library.uu.nl/handle/1874/482982
Rights: info:eu-repo/semantics/OpenAccess
Accession Number: edsbas.8A363F83
Database: BASE