When Tomorrow Becomes Today: Self-Evolving Policies for Agentic Time-Series Forecasting.

arXiv:2609.24862v1 Announce Type: cross Abstract: Agentic time series forecasting concerns systems whose underlying mechanisms evolve, making the relative effectiveness of numerical models, reasoning strategies, and intervention rules inherently time-varying.