A neural approximate dynamic programming dispatcher with separate value networks for vehicles and collection centres improves on-time blood-sample delivery by 1 to 9 percentage points over reactive baselines in a simulated Toronto network.
IEEE Transactions on Intelligent Transportation Systems , volume=
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Dynamic Dispatching for Time-Sensitive Blood Sample Collection and Delivery
A neural approximate dynamic programming dispatcher with separate value networks for vehicles and collection centres improves on-time blood-sample delivery by 1 to 9 percentage points over reactive baselines in a simulated Toronto network.