MACTS-EM: Multi-Agent Collaborative Time Series Forecasting with Emergent Memory
arXiv:2610.02255v1 Announce Type: new Abstract: Time series forecasting remains a critical challenge across numerous domains. Despite significant advancements, existing approaches struggle with complex phenomena such as regime shifts, cross-domain knowledge transfer, and multimodal data integration…
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- 2026-10-05 04:00 · arXiv cs.LG
MACTS-EM: Multi-Agent Collaborative Time Series Forecasting with Emergent Memory