Research graph
References from Dynamic multi-agent deep reinforcement learning-based pricing and incentivization approach in multimodal transportation networks. Local targets link to admitted publications; unresolved targets remain external evidence.
Meeting goals of sustainability policy: CO2 emission reduction, cost-effectiveness and societal acceptance. an analysis of the proposal to phase-out coal in the Netherlands
10.1016/j.enpol.2019.111210 · 2020 · External reference
Can dynamic ride-sharing reduce traffic congestion?
10.1016/j.trb.2021.01.004 · 2021 · External reference
The potential of governmental regulation on shared mobility-on-demand systems
2025 · External reference
ADAPT-pricing: a dynamic and predictive technique for pricing to maximize revenue in ridesharing platforms
2018 · External reference
Automated mobility-on-demand vs. mass transit: a multi-modal activity-driven agent-based simulation approach
10.1177/0361198118758630 · 2018 · External reference
Assessing the welfare impacts of shared mobility and mobility as a service (MaaS)
2020 · External reference
Public transport pricing incentive schemes in a competitive market
10.1371/journal.pone.0313439 · 2024 · External reference
Spatial pricing in ride-sharing networks
10.1287/opre.2018.1800 · 2019 · External reference
Ride-pooling service assessment with heterogeneous travellers in non-deterministic setting
2024 · External reference
The role of surge pricing on a service platform with self-scheduling capacity
10.1287/msom.2017.0618 · 2017 · External reference
Enriched sioux falls scenario with dynamic and disaggregate demand
2014 · External reference
Spatial-temporal pricing for ride-sourcing platform with reinforcement learning
10.1016/j.trc.2021.103272 · 2021 · External reference
Optimization of dynamic incentive strategies for public transportation based on reinforcement learning and network synergy effect
2025 · External reference
Regulating mobility-on-demand services: tri-level model and Bayesian optimization solution approach
10.1016/j.trc.2021.103075 · 2021 · External reference
Day-to-day dynamics in two-sided ridesourcing markets
2025 · External reference
Using Lorenz curves to assess public transport equity
10.1016/j.jtrangeo.2011.02.008 · 2011 · External reference
A unified equilibrium framework of new shared mobility systems
10.1016/j.trb.2019.09.002 · 2019 · External reference
Modeling the capacity of multimodal and intermodal urban transportation networks that incorporate emerging travel modes
10.1016/j.tre.2022.102937 · 2022 · External reference
Emissions of the Main Air Pollutants in Europe
2024 · External reference
Coordinating ride-sourcing and public transport services with a reinforcement learning approach
10.1016/j.trc.2022.103611 · 2022 · External reference
Towards equitable transit: examining transit accessibility and social need in Toronto, Canada, 1996–2006
10.1016/j.jtrangeo.2012.12.008 · 2013 · External reference
Regulating for-hire autonomous vehicles for an equitable multimodal transportation network
10.1016/j.trb.2024.102925 · 2024 · External reference
Synergizing shared micromobility and public transit towards an equitable multimodal transportation network
2024 · External reference
Integrated operation of ride-hailing and shared micromobility services in multimodal transportation networks with public transit: the unintended consequences of regulations
10.1016/j.trc.2025.105340 · 2025 · External reference
R2Pricing: a MARL-based pricing strategy to maximize revenue in MoD systems with ridesharing and repositioning
10.1109/tmc.2024.3514124 · 2025 · External reference
Meta-RL for multi-agent RL: learning to adapt to evolving agents
2022 · External reference
An analytical model for vehicle miles traveled and carbon emissions for goods delivery scenarios
10.1007/s12544-017-0280-6 · 2018 · External reference
Unresolved reference
External reference
Unresolved reference
2023 · External reference
Unresolved reference
External reference
Spatio-temporal adaptive pricing for balancing mobility-on-demand networks
10.1145/3331450 · 2019 · External reference
Rolling horizon strategies for a dynamic and stochastic ridesharing problem with rematches
10.1016/j.dam.2023.10.016 · 2024 · External reference
Deep reinforcement learning-based trajectory pricing on ride-hailing platforms
10.1145/3474841 · 2022 · External reference
Unveiling coopetition dynamics between shared mobility and public transport: a game-theoretic approach
10.1016/j.tre.2024.103863 · 2025 · External reference
Unresolved reference
External reference
Leveraging ride-hailing services for social good: fleet optimal routing and system optimal pricing
10.1016/j.trc.2023.104284 · 2023 · External reference
The morning commute in urban areas with heterogeneous trip lengths
10.1016/j.trb.2017.08.023 · 2018 · External reference
Assessing how ride-hailing rebalancing strategies improve the resilience of multi-modal transportation systems
10.1016/j.trc.2025.105300 · 2025 · External reference
Social equity analysis of public transit accessibility to healthcare might be erroneous when travel time uncertainty impacts are overlooked
2023 · External reference
Scalable reinforcement learning approaches for dynamic pricing in ride-hailing systems
10.1016/j.trb.2023.102848 · 2023 · External reference
An incentive-based optimizing strategy of service frequency for an urban rail transit system
10.1016/j.tre.2018.07.005 · 2018 · External reference
Deep reinforcement learning
2023 · External reference
10.2139/ssrn.4798020
10.2139/ssrn.4798020 · External reference
A path-based equilibrium model for ridesharing matching
10.1016/j.trb.2020.05.007 · 2020 · External reference
Formulating multi-class user equilibrium using mixed-integer linear programming
10.1016/j.ejtl.2022.100097 · 2022 · External reference
Evaluating transportation equity
2017 · External reference
Integrating ride-hailing services with public transport: a stochastic user equilibrium model for multimodal transport systems
2023 · External reference
Using a simulation and optimisation decision support tool to evaluate impacts of an intermodal travel management system combining ride-pooling and public transport
2025 · External reference
Efficient operation of demand-responsive transport (DRT) systems:active requests rejection
10.1016/j.procs.2024.06.001 · 2024 · External reference
Spatio-temporal pricing for ridesharing platforms
10.1145/3440968.3440975 · 2020 · External reference
A multi-dimension and high-granularity equity measurement for transportation services through accessibility and reliability
2026 · External reference
An economic analysis of a multi-modal transportation system with ride-sourcing services and multi-class users
10.1016/j.tranpol.2023.06.008 · 2023 · External reference
Emission modeling and pricing on single-destination dynamic traffic networks
10.1016/j.trb.2017.02.007 · 2017 · External reference
A dynamic ridesharing dispatch and idle vehicle repositioning strategy with integrated transit transfers
10.1016/j.tre.2019.07.002 · 2019 · External reference
Macroscopic urban dynamics: analytical and numerical comparisons of existing models
10.1016/j.trb.2017.04.002 · 2017 · External reference
Equity in network design and pricing: a discretely-constrained MPEC problem
2023 · External reference
Does ride-sourcing absorb the demand for car and public transport in amsterdam?
2019 · External reference
Dealing with non-stationarity in decentralized cooperative multi-agent deep reinforcement learning via multi-timescale learning
2023 · External reference
Ride-sourcing modeling and pricing in non-equilibrium two-sided markets
10.1016/j.trb.2019.05.019 · 2020 · External reference
Assessing the impacts of automated mobility-on-demand through agent-based simulation: a study of Singapore
2020 · External reference
A general formulation for multi-modal dynamic traffic assignment considering multi-class vehicles, public transit and parking
10.1016/j.trc.2019.05.011 · 2019 · External reference
Equity promotion in public transportation
2023 · External reference
Time-of-day pricing in taxi markets
2017 · External reference
Reinforcement learning in the Ridesharing marketplace
10.1007/978-3-031-59640-7_3 · 2025 · External reference
Unresolved reference
External reference
Accessibility in cities: transport and urban form
2017 · External reference
Rebalancing shared mobility systems by user incentive schemes: state-action representation design and analysis
2024 · External reference
Unresolved reference
External reference
Unresolved reference
2024 · External reference
Incentives for ridesharing: a case study of welfare and traffic congestion
2021 · External reference
An application of reinforced learning-based dynamic pricing for improvement of ridesharing platform service in seoul
10.3390/electronics9111818 · 2020 · External reference
Unresolved reference
External reference
Carbon footprint reduction in transportation activity by emphasizing the usage of public bus services among adolescents
10.1088/1757-899x/226/1/012054 · 2017 · External reference
Dynamic pricing for vehicle dispatching in mobility-as-a-service market via multi-agent deep reinforcement learning
2024 · External reference
The critical role of the value of time in peer-to-peer ridesharing models
10.1007/s11116-025-10677-8 · 2025 · External reference
Evaluating the environmental benefits of personalized travel incentives in dynamic carpooling
10.1007/s12205-022-1568-1 · 2022 · External reference
Emission exposure optimum for a single-destination dynamic traffic network
10.1016/j.trd.2021.102817 · 2021 · External reference
Dynamic pricing and fleet management for electric autonomous mobility on demand systems
10.1016/j.trc.2020.102829 · 2020 · External reference
Planning demand-responsive transit to reduce inequality of accessibility
2025 · External reference
Integrating passenger incentives to optimize routing for demand-responsive customized bus systems
10.1109/access.2021.3055855 · 2021 · External reference
A convex programming approach for ridesharing user equilibrium under fixed driver/rider demand
10.1016/j.trb.2021.04.007 · 2021 · External reference
Designing transit-oriented multi-modal transportation systems considering travelers’ choices
10.1016/j.trb.2022.06.002 · 2022 · External reference
Some theoretical aspects of road traffic research
1952 · External reference
Modeling and managing ridesharing in a multi-modal network with an aggregate traffic representation: a doubly dynamical approach
10.1016/j.trc.2020.102670 · 2020 · External reference
Unresolved reference
External reference
Optimizing budget allocation for incentive-based active travel demand management solutions
10.1177/03611981211025512 · 2021 · External reference
FairST: equitable spatial and temporal demand prediction for new mobility systems
2019 · External reference
Integrated reward scheme and surge pricing in a ridesourcing market
10.1016/j.trb.2020.01.008 · 2020 · External reference
Simulation-based analysis of second-best multimodal network capacity
10.1016/j.trc.2022.103925 · 2022 · External reference
Game theory to study interactions between mobility stakeholders
2021 · External reference
Surge pricing and labor supply in the ride-sourcing market
10.1016/j.trb.2017.09.010 · 2018 · External reference
Geometric matching and spatial pricing in ride-sourcing markets
10.1016/j.trc.2018.04.015 · 2018 · External reference
Day-to-day dynamics of traveler learning behavior and the incentivization scheme of the operator for one-way carsharing services
10.1016/j.cie.2021.107170 · 2021 · External reference
Models for predicting vehicle emissions: a comprehensive review
10.1016/j.scitotenv.2024.171324 · 2024 · External reference
Transit fares integrating alternative modes as a delay insurance
10.1016/j.trc.2024.104745 · 2024 · External reference
Personalized incentives for promoting sustainable travel behaviors
10.1016/j.trc.2019.05.015 · 2020 · External reference
Analysis of multi-modal commute behavior with feeding and competing ridesplitting services
2020 · External reference
Reinforcement learning in the Ridesharing marketplace
10.1007/978-3-031-59640-7_3 · ExternalCitation · doi-reference
The critical role of the value of time in peer-to-peer ridesharing models
10.1007/s11116-025-10677-8 · ExternalCitation · doi-reference
Evaluating the environmental benefits of personalized travel incentives in dynamic carpooling
10.1007/s12205-022-1568-1 · ExternalCitation · doi-reference
An analytical model for vehicle miles traveled and carbon emissions for goods delivery scenarios
10.1007/s12544-017-0280-6 · ExternalCitation · doi-reference
Day-to-day dynamics of traveler learning behavior and the incentivization scheme of the operator for one-way carsharing services
10.1016/j.cie.2021.107170 · ExternalCitation · doi-reference
Rolling horizon strategies for a dynamic and stochastic ridesharing problem with rematches
10.1016/j.dam.2023.10.016 · ExternalCitation · doi-reference
Formulating multi-class user equilibrium using mixed-integer linear programming
10.1016/j.ejtl.2022.100097 · ExternalCitation · doi-reference
Meeting goals of sustainability policy: CO2 emission reduction, cost-effectiveness and societal acceptance. an analysis of the proposal to phase-out coal in the Netherlands
10.1016/j.enpol.2019.111210 · ExternalCitation · doi-reference
Using Lorenz curves to assess public transport equity
10.1016/j.jtrangeo.2011.02.008 · ExternalCitation · doi-reference
Towards equitable transit: examining transit accessibility and social need in Toronto, Canada, 1996–2006
10.1016/j.jtrangeo.2012.12.008 · ExternalCitation · doi-reference
Efficient operation of demand-responsive transport (DRT) systems:active requests rejection
10.1016/j.procs.2024.06.001 · ExternalCitation · doi-reference
Models for predicting vehicle emissions: a comprehensive review
10.1016/j.scitotenv.2024.171324 · ExternalCitation · doi-reference
An economic analysis of a multi-modal transportation system with ride-sourcing services and multi-class users
10.1016/j.tranpol.2023.06.008 · ExternalCitation · doi-reference
Emission modeling and pricing on single-destination dynamic traffic networks
10.1016/j.trb.2017.02.007 · ExternalCitation · doi-reference
Macroscopic urban dynamics: analytical and numerical comparisons of existing models
10.1016/j.trb.2017.04.002 · ExternalCitation · doi-reference
The morning commute in urban areas with heterogeneous trip lengths
10.1016/j.trb.2017.08.023 · ExternalCitation · doi-reference
Surge pricing and labor supply in the ride-sourcing market
10.1016/j.trb.2017.09.010 · ExternalCitation · doi-reference
Ride-sourcing modeling and pricing in non-equilibrium two-sided markets
10.1016/j.trb.2019.05.019 · ExternalCitation · doi-reference
A unified equilibrium framework of new shared mobility systems
10.1016/j.trb.2019.09.002 · ExternalCitation · doi-reference
Integrated reward scheme and surge pricing in a ridesourcing market
10.1016/j.trb.2020.01.008 · ExternalCitation · doi-reference
A path-based equilibrium model for ridesharing matching
10.1016/j.trb.2020.05.007 · ExternalCitation · doi-reference
Can dynamic ride-sharing reduce traffic congestion?
10.1016/j.trb.2021.01.004 · ExternalCitation · doi-reference
A convex programming approach for ridesharing user equilibrium under fixed driver/rider demand
10.1016/j.trb.2021.04.007 · ExternalCitation · doi-reference
Designing transit-oriented multi-modal transportation systems considering travelers’ choices
10.1016/j.trb.2022.06.002 · ExternalCitation · doi-reference
Scalable reinforcement learning approaches for dynamic pricing in ride-hailing systems
10.1016/j.trb.2023.102848 · ExternalCitation · doi-reference
Regulating for-hire autonomous vehicles for an equitable multimodal transportation network
10.1016/j.trb.2024.102925 · ExternalCitation · doi-reference
Geometric matching and spatial pricing in ride-sourcing markets
10.1016/j.trc.2018.04.015 · ExternalCitation · doi-reference
A general formulation for multi-modal dynamic traffic assignment considering multi-class vehicles, public transit and parking
10.1016/j.trc.2019.05.011 · ExternalCitation · doi-reference
Personalized incentives for promoting sustainable travel behaviors
10.1016/j.trc.2019.05.015 · ExternalCitation · doi-reference
Modeling and managing ridesharing in a multi-modal network with an aggregate traffic representation: a doubly dynamical approach
10.1016/j.trc.2020.102670 · ExternalCitation · doi-reference
Dynamic pricing and fleet management for electric autonomous mobility on demand systems
10.1016/j.trc.2020.102829 · ExternalCitation · doi-reference
Regulating mobility-on-demand services: tri-level model and Bayesian optimization solution approach
10.1016/j.trc.2021.103075 · ExternalCitation · doi-reference
Spatial-temporal pricing for ride-sourcing platform with reinforcement learning
10.1016/j.trc.2021.103272 · ExternalCitation · doi-reference
Coordinating ride-sourcing and public transport services with a reinforcement learning approach
10.1016/j.trc.2022.103611 · ExternalCitation · doi-reference
Simulation-based analysis of second-best multimodal network capacity
10.1016/j.trc.2022.103925 · ExternalCitation · doi-reference
Leveraging ride-hailing services for social good: fleet optimal routing and system optimal pricing
10.1016/j.trc.2023.104284 · ExternalCitation · doi-reference
Transit fares integrating alternative modes as a delay insurance
10.1016/j.trc.2024.104745 · ExternalCitation · doi-reference
Assessing how ride-hailing rebalancing strategies improve the resilience of multi-modal transportation systems
10.1016/j.trc.2025.105300 · ExternalCitation · doi-reference
Integrated operation of ride-hailing and shared micromobility services in multimodal transportation networks with public transit: the unintended consequences of regulations
10.1016/j.trc.2025.105340 · ExternalCitation · doi-reference
Emission exposure optimum for a single-destination dynamic traffic network
10.1016/j.trd.2021.102817 · ExternalCitation · doi-reference
An incentive-based optimizing strategy of service frequency for an urban rail transit system
10.1016/j.tre.2018.07.005 · ExternalCitation · doi-reference
A dynamic ridesharing dispatch and idle vehicle repositioning strategy with integrated transit transfers
10.1016/j.tre.2019.07.002 · ExternalCitation · doi-reference
Modeling the capacity of multimodal and intermodal urban transportation networks that incorporate emerging travel modes
10.1016/j.tre.2022.102937 · ExternalCitation · doi-reference
Unveiling coopetition dynamics between shared mobility and public transport: a game-theoretic approach
10.1016/j.tre.2024.103863 · ExternalCitation · doi-reference
Carbon footprint reduction in transportation activity by emphasizing the usage of public bus services among adolescents
10.1088/1757-899x/226/1/012054 · ExternalCitation · doi-reference
Integrating passenger incentives to optimize routing for demand-responsive customized bus systems
10.1109/access.2021.3055855 · ExternalCitation · doi-reference
R2Pricing: a MARL-based pricing strategy to maximize revenue in MoD systems with ridesharing and repositioning
10.1109/tmc.2024.3514124 · ExternalCitation · doi-reference
Spatio-temporal adaptive pricing for balancing mobility-on-demand networks
10.1145/3331450 · ExternalCitation · doi-reference
Spatio-temporal pricing for ridesharing platforms
10.1145/3440968.3440975 · ExternalCitation · doi-reference
Deep reinforcement learning-based trajectory pricing on ride-hailing platforms
10.1145/3474841 · ExternalCitation · doi-reference
Automated mobility-on-demand vs. mass transit: a multi-modal activity-driven agent-based simulation approach
10.1177/0361198118758630 · ExternalCitation · doi-reference
Optimizing budget allocation for incentive-based active travel demand management solutions
10.1177/03611981211025512 · ExternalCitation · doi-reference
The role of surge pricing on a service platform with self-scheduling capacity
10.1287/msom.2017.0618 · ExternalCitation · doi-reference
Spatial pricing in ride-sharing networks
10.1287/opre.2018.1800 · ExternalCitation · doi-reference
Public transport pricing incentive schemes in a competitive market
10.1371/journal.pone.0313439 · ExternalCitation · doi-reference
10.2139/ssrn.4798020
10.2139/ssrn.4798020 · ExternalCitation · doi-reference
An application of reinforced learning-based dynamic pricing for improvement of ridesharing platform service in seoul
10.3390/electronics9111818 · ExternalCitation · doi-reference
