5 citations · 10 across the 9 of their papers we have counts for
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cs.AI2021★ 1 cited
AdaPool: A Diurnal-Adaptive Fleet Management Framework using Model-Free Deep Reinforcement Learning and Change Point Detection
Marina Haliem, Vaneet Aggarwal, Bharat Bhargava
This paper introduces an adaptive model-free deep reinforcement approach that can recognize and adapt to the diurnal patterns in the ride-sharing environment with car-pooling. Deep…
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…