Symbolic synthesis of fault-tolerance ratios in parameterised multi-agent systems

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Abstract

We study the problem of determining the robustness of a multi-agent system of unbounded size against specifications expressed in a temporal-epistemic logic. We introduce a procedure to synthesise automatically the maximal ratio of faulty agents that may be present at runtime for a specification to be satisfied in a multi-agent system. We show the procedure to be sound and amenable to symbolic implementation. We present an implementation and report the experimental results obtained on a number of protocols from swarm robotics.

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Kouvaros, P., Lomuscio, A., & Pirovano, E. (2018). Symbolic synthesis of fault-tolerance ratios in parameterised multi-agent systems. In IJCAI International Joint Conference on Artificial Intelligence (Vol. 2018-July, pp. 324–330). International Joint Conferences on Artificial Intelligence. https://doi.org/10.24963/ijcai.2018/45

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