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cs.MA2025
Orchestrator: Active Inference for Multi-Agent Systems in Long-Horizon Tasks
Lukas Beckenbauer, Johannes-Lucas Loewe, Ge Zheng +1
Complex, non-linear tasks challenge LLM-enhanced multi-agent systems (MAS) due to partial observability and suboptimal coordination. We propose Orchestrator, a novel MAS framework…
cs.MA2025
Multi-Agent Digital Twinning for Collaborative Logistics: Framework and Implementation
Liming Xu, Stephen Mak, Stefan Schoepf +2
Collaborative logistics has been widely recognised as an effective avenue to reduce carbon emissions by enhanced truck utilisation and reduced travel distance. However, stakeholder…
cs.MA2024
On Implementing Autonomous Supply Chains: a Multi-Agent System Approach
Liming Xu, Stephen Mak, Maria Minaricova +1
Trade restrictions, the COVID-19 pandemic, and geopolitical conflicts have significantly exposed vulnerabilities within traditional global supply chains. These events underscore th…