activity
20202026
most citedAdaPool: A Diurnal-Adaptive Fleet Management Framework using Model-Free Deep Reinforcement Learning and Change Point Detection

1 citations · 2 across the 6 of their papers we have counts for

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Showing 2020Show all

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cs.AI2020

PassGoodPool: Joint Passengers and Goods Fleet Management with Reinforcement Learning aided Pricing, Matching, and Route Planning

Kaushik Manchella, Marina Haliem, Vaneet Aggarwal +1

The ubiquitous growth of mobility-on-demand services for passenger and goods delivery has brought various challenges and opportunities within the realm of transportation systems. A…

cs.MA2020★ 1 cited

A Distributed Model-Free Ride-Sharing Approach for Joint Matching, Pricing, and Dispatching using Deep Reinforcement Learning

Marina Haliem, Ganapathy Mani, Vaneet Aggarwal +1

Significant development of ride-sharing services presents a plethora of opportunities to transform urban mobility by providing personalized and convenient transportation while ensu…