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20182026
most citedDeepFreight: Integrating Deep Reinforcement Learning and Mixed Integer Programming for Multi-transfer Truck Freight Delivery

3 citations · 6 across the 20 of their papers we have counts for

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Showing 2020Show all

2 papers · 1 filter

cs.LG2020

DART: aDaptive Accept RejecT for non-linear top-K subset identification

Mridul Agarwal, Vaneet Aggarwal, Christopher J. Quinn +1

We consider the bandit problem of selecting out of arms at each time step. The reward can be a non-linear function of the rewards of the selected individual arms. The direc…

cs.AI2020

FlexPool: A Distributed Model-Free Deep Reinforcement Learning Algorithm for Joint Passengers & Goods Transportation

Kaushik Manchella, Abhishek K. Umrawal, Vaneet Aggarwal

The growth in online goods delivery is causing a dramatic surge in urban vehicle traffic from last-mile deliveries. On the other hand, ride-sharing has been on the rise with the su…