Value function approximation for dynamic multi-period vehicle routing.

•This paper introduces a new dynamic multi-period vehicle routing problem.•We develop an anticipatory policy based on offline value function approximation.•Our policy achieves significant improvements compared to benchmark policies.•A detailed analysis highlights how multi-periodicity impacts decision making.