Conflict-based model predictive control for multi-agent path finding experimentally validated on a magnetic planar drive system

IntroductionThis work presents an approach to collision avoidance in multi-agent systems (MAS) by integrating Conflict-Based Search (CBS) with Model Predictive Control (MPC), referred to as Conflict-Based Model Predictive Control (CB-MPC).MethodsThe proposed method leverages the conflict-avoidance s...

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Bibliographic Details
Main Authors: Kai Janning, Abdalsalam Housin, Christopher Schulte, Frederik Erkens, Luca Frenken, Laura Herbst, Bastian Nießing, Robert H. Schmitt
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-07-01
Series:Frontiers in Control Engineering
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Online Access:https://www.frontiersin.org/articles/10.3389/fcteg.2025.1645918/full
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