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pomo

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Integrated supply chain intelligence platform for disruption detection, demand forecasting, resource allocation, and route optimization using GNNs, TFT, MARL, and POMO.

  • Updated May 2, 2026
  • Jupyter Notebook

Dynamic pharmacy-delivery routing (CVRPTW) on the real Augsburg road network: GNN + RL (POMO) construction, a candidate portfolio and local-search polish. -23.5% cost vs the status-quo heuristic, sub-second re-plan on mid-day disruptions - plus an honest, pre-registered negative result on where RL does and does not help.

  • Updated Jul 29, 2026
  • Python

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