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10/05/2021
Decentralized Cooperative Lane Changing at Freeway Weaving Areas Using Multi-Agent Deep Reinforcement Learning
Frequent lane changes during congestion at freeway bottlenecks such as m...
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05/27/2021
A Modular and Transferable Reinforcement Learning Framework for the Fleet Rebalancing Problem
Mobility on demand (MoD) systems show great promise in realizing flexibl...
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11/08/2019
Data-Driven Multi-step Demand Prediction for Ride-hailing Services Using Convolutional Neural Network
Ride-hailing services are growing rapidly and becoming one of the most d...
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04/20/2015