Energy agents

polars_ts.energy_agents

Hierarchical multi-agent energy and demand forecasting.

A region -> grid -> household hierarchy of demand-forecasting agents with weather-context adjustment, renewable-intermittency netting, and peak-shaving demand response, made coherent via the hierarchical reconciliation module. Closes #162.