Practical Abstraction for Model Checking of Multi-Agent Systems
Multiagent Systems
2023-10-19 v4
Abstract
Model checking of multi-agent systems (MAS) is known to be hard, both theoretically and in practice. A smart abstraction of the state space may significantly reduce the model, and facilitate the verification. In this paper, we propose and study an intuitive agent-based abstraction scheme, based on the removal of variables in the representation of a MAS. This allows to do the reduction without generating the global model of the system. Moreover, the process is easy to understand and control even for domain experts with little knowledge of computer science. We formally prove the correctness of the approach, and evaluate the gains experimentally on models of a postal voting procedure.
Cite
@article{arxiv.2202.12016,
title = {Practical Abstraction for Model Checking of Multi-Agent Systems},
author = {Wojciech Jamroga and Yan Kim},
journal= {arXiv preprint arXiv:2202.12016},
year = {2023}
}