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…