来自本地LTL规范的分散多代理控制

Ioannis Filippidis, Dimos V. Dimarogonas, K. Kyriakopoulos
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引用次数: 64

摘要

我们提出了一种基于线性时序逻辑(LTL)规范的分散多智能体控制方法。每个代理接收一个独立的规范来正式合成它自己的混合控制器。双方的满意度并不是先天保证的。由于通信有限,agent利用会议事件交换控制器自动机,并通过模型检验来验证其可满足性。只有当公共原子命题存在时,本地交互才能降低总体计算成本,促进可伸缩性。分散的多智能体导航功能保证了正确的避碰和收敛性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Decentralized multi-agent control from local LTL specifications
We propose a methodology for decentralized multi-agent control from Linear Temporal Logic (LTL) specifications. Each agent receives an independent specification to formally synthesize its own hybrid controller. Mutual satisfiability is not a priori guaranteed. Due to limited communication, the agents utilize meeting events to exchange their controller automata and verify satisfiability through model checking. Local interaction only when common atomic propositions exist reduces the overall computational cost, facilitating scalability. Provably correct collision avoidance and convergence is ensured by Decentralized Multi-Agent Navigation Functions.
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