A Deep Reinforcement Learning Approach to Ride-Sharing Vehicle Dispatching in Autonomous Mobility-on-Demand Systems
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Intelligent Transportation Systems Magazine"
DOI: 10.1109/mits.2019.2962159
Abstract: This paper investigates a ride-sharing vehicle dispatching and routing problem in ride-sharing autonomous mobility-on-demand systems. We present a new method that can optimize both operation cost and passenger quality of service in a global and… read more here.
Keywords: sharing vehicle; autonomous mobility; mobility demand; vehicle ... See more keywords
Dynamic Multiline Vehicle Dispatching Strategy in Transit Operations
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Intelligent Transportation Systems"
DOI: 10.1109/tits.2022.3208820
Abstract: Providing regularity in buses’ operation in high-frequency services is essential to offer a good quality of service to users. If buses are not dispatched at regular headways from the terminal, headway irregularity will gradually increase… read more here.
Keywords: problem; transit; dynamic multiline; line ... See more keywords