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DeepPool: Distributed Model-Free Algorithm for Ride-Sharing Using Deep Reinforcement Learning
15 references·0 citing·51 second hopsampled
DeepPool: Distributed Model-Free Algorithm for Ride-Sharing Using Deep Reinforcement Learning (2019)DeepPool: Distributed Model-Free Algorith…Large-Scale Order Dispatch in On-Demand Ride-Hailing Platforms (2018)Large-Scale Order Dispatch in…A survey of dial-a-ride problems: Literature review and recent developments (2018)A survey of dial-a-ride probl…The Current and Future State of the Sharing Economy (2017)The Current and Future State …Show Me The Way To Go Home: An Empirical Investigation of Ride-Sharing and Alcohol Related Motor Vehicle Fatalities1 (2017)Show Me The Way To Go Home: A…A Model Based on Deep Learning for Predicting Travel Mode Choice (2017)A Model Based on Deep Learnin…Taxi Dispatch With Real-Time Sensing Data in Metropolitan Areas: A Receding Horizon Control Approach (2016)Taxi Dispatch With Real-Time …Control of robotic mobility-on-demand systems: A queueing-theoretical perspective (2015)Control of robotic mobility-o…Real-Time City-Scale Taxi Ridesharing (2014)Real-Time City-Scale Taxi Rid…Urban link travel time estimation using large-scale taxi data with partial information (2013)Urban link travel time estima…Ridesharing: The state-of-the-art and future directions (2013)Ridesharing: The state-of-the…Optimization for dynamic ride-sharing: A review (2012)Optimization for dynamic ride…A Mechanism for Dynamic Ride Sharing Based on Parallel Auctions (2011)A Mechanism for Dynamic Ride …Evaluation of traffic data obtained via GPS-enabled mobile phones: The Mobile Century field experiment (2009)Evaluation of traffic data ob…Taxi Dispatch System Based on Current Demands and Real-Time Traffic Conditions (2004)Taxi Dispatch System Based on…How Much Can Vehicle Emissions Be Reduced?: Exploratory Analysis of an Upper Boundary Using an Emissions-Optimized Trip Assignment (2002)How Much Can Vehicle Emission…ACCURACY OF SPEED MEASUREMENTS FROM CELLULAR PHONE VEHICLE LOCATION SYSTEMS (2001)Mobile Phones as Traffic Probes: Practices, Prospects and Issues (2006)State of the Art and Practice: Cellular Probe Technology Applied in Advanced Traveler Information Systems (2007)Short-term traffic forecasting: Where we are and where we’re going (2014)Urban Computing (2014)Big Data Analytics in Intelligent Transportation Systems: A Survey (2018)Driving with knowledge from the physical world (2011)T-share: A large-scale dynamic taxi ridesharing service (2013)Travel time estimation of a path using sparse trajectories (2014)Smart Cities: A Survey on Data Management, Security, and Enabling Technologies (2017)Dynamic ride sharing using traditional taxis and shared autonomous taxis: A case study of NYC (2018)A survey of models and algorithms for optimizing shared mobility (2019)Worst-Case Equilibria (1999)Selfish Routing and the Price of Anarchy (2006)Network hub location problems: The state of the art (2007)50th Anniversary Invited Article—City Logistics: Challenges and Opportunities (2016)Disruptive Transportation: The Adoption, Utilization, and Impacts of Ride-Hailing in the United States (2017)Short-term travel time prediction (2003)Travel-Time Prediction With Support Vector Regression (2004)Development of origin–destination matrices using mobile phone call data (2014)The path most traveled: Travel demand estimation using big data resources (2015)Citywide Traffic Volume Estimation Using Trajectory Data (2016)COUNTERSPECULATION, AUCTIONS, AND COMPETITIVE SEALED TENDERS (1961)Incentives in Teams (1973)A survey of trust and reputation systems for online service provision (2005)An empirical study of consumers’ intention to use ride-sharing services: using an extended technology acceptance model (2018)Crowdsourced Delivery—A Dynamic Pickup and Delivery Problem with Ad Hoc Drivers (2018)Demand–supply equilibrium of taxi services in a network under competition and regulation (2002)Hunting or waiting? Discovering passenger-finding strategies from a large-scale real-world taxi dataset (2011)Real-Time Prediction of Taxi Demand Using Recurrent Neural Networks (2017)Ridesourcing systems: A framework and review (2019)Scheduling Dial-a-Ride Transportation Systems (1978)A simulation study of demand responsive transit system design (2008)Taxi and Ride Sharing: A Dynamic Dial-a-Ride Problem with Money as an Incentive (2015)A two-phase optimization model for the demand-responsive customized bus network design (2019)Pricing and equilibrium in on-demand ride-pooling markets (2020)Predicting Taxi–Passenger Demand Using Streaming Data (2013)Planning Bike Lanes based on Sharing-Bikes' Trajectories (2017)Efficient Ridesharing Order Dispatching with Mean Field Multi-Agent Reinforcement Learning (2019)A Survey of Traffic Prediction: from Spatio-Temporal Data to Intelligent Transportation (2021)Perceived Usefulness, Perceived Ease of Use, and User Acceptance of Information Technology (1989)Information Systems Success: The Quest for the Dependent Variable (1992)The DeLone and McLean Model of Information Systems Success: A Ten-Year Update (2003)Can You Gig It? An Empirical Examination of the Gig Economy and Entrepreneurial Activity (2016)Platform Strategy: Managing Ecosystem Value Through Selective Promotion of Complements (2017)Sharing Economy: A Comprehensive Literature Review (2020)Mean-Value Analysis of Closed Multichain Queuing Networks (1980)Urban operations research (1982)Toward a Systematic Approach to the Design and Evaluation of Automated Mobility-on-Demand Systems: A Case Study in Singapore (2014)Empty-Car Routing in Ridesharing Systems (2019)The role of shared autonomous vehicle systems in delivering smart urban mobility: A systematic review of the literature (2020)
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References

  • 2012Optimization for dynamic ride-sharing: A review1,060 cited
  • 2009Evaluation of traffic data obtained via GPS-enabled mobile phones: The Mobile Century field experiment941 cited
  • 2013Ridesharing: The state-of-the-art and future directions941 cited
  • 2018A survey of dial-a-ride problems: Literature review and recent developments542 cited
  • 2017Show Me The Way To Go Home: An Empirical Investigation of Ride-Sharing and Alcohol Related Motor Vehicle Fatalities1471 cited
  • 2015Control of robotic mobility-on-demand systems: A queueing-theoretical perspective391 cited
  • 2018Large-Scale Order Dispatch in On-Demand Ride-Hailing Platforms385 cited
  • 2014Real-Time City-Scale Taxi Ridesharing335 cited
  • 2013Urban link travel time estimation using large-scale taxi data with partial information196 cited
  • 2016Taxi Dispatch With Real-Time Sensing Data in Metropolitan Areas: A Receding Horizon Control Approach195 cited
  • 2004Taxi Dispatch System Based on Current Demands and Real-Time Traffic Conditions188 cited
  • 2011A Mechanism for Dynamic Ride Sharing Based on Parallel Auctions184 cited
  • 2017The Current and Future State of the Sharing Economy174 cited
  • 2002How Much Can Vehicle Emissions Be Reduced?: Exploratory Analysis of an Upper Boundary Using an Emissions-Optimized Trip Assignment

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  • 2017A Model Based on Deep Learning for Predicting Travel Mode Choice32 cited
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