emliang / RL-for-Transportation
Paper list of Reinforcement Learning (RL) applied on transportation
☆91Updated 3 years ago
Alternatives and similar repositories for RL-for-Transportation:
Users that are interested in RL-for-Transportation are comparing it to the libraries listed below
- Context-Aware Taxi Dispatching at City-Scale Using Deep Reinforcement Learning☆64Updated last year
- Effcient Ridesharing Dispatch Using Multi-Agent Reinforcement Learning☆47Updated 4 years ago
- Source code of paper Combinatorial Optimization Meets Reinforcement Learning: Effective Taxi Order Dispatching at Large-Scale (TKDE 2022)…☆23Updated 2 years ago
- The assignment of a transportation course for my first year as a graduate student, solved the bilevel programming problem using GA algori…☆19Updated 2 years ago
- Code for Multi-agent reinforcement learning to unify order-matching and vehicle-repositioning in ride-hailing services☆16Updated 2 years ago
- A general formulation for multi-modal dynamic traffic assignment considering multi-class vehicles, public transit and parking☆18Updated 6 years ago
- Fleet Management Simulation Framework☆33Updated 5 years ago
- ☆10Updated 2 years ago
- Codes, instances and numerical results for the bilevel discrete network design problem (DNDP).☆13Updated 4 years ago
- This is the official implementation of "Optimizing Large-Scale Fleet Management on a Road Network using Multi-Agent Deep Reinforcement Le…☆33Updated 2 years ago
- Inductive Graph Reinforcement Learning for Massive-Scale Traffic Signal Control☆59Updated 2 years ago
- A Simulator for Dynamic Ride-Sharing with Pooling: Joint Matching,Pricing, Route Planning, and Dispatching☆26Updated last year
- Multi-Agent Graph Convolutional Reinforcement Learning for Dynamic Electric Vehicle Charging Pricing☆56Updated last year
- This repository documents MATLAB implementation of a dynamic user equilibrium solver, including a dynamic network loading sub-routine☆69Updated 5 years ago
- ☆39Updated 9 months ago
- ☆51Updated last month
- ☆122Updated 3 months ago
- ☆30Updated 2 years ago
- PyTorch implementation of Online Vehicle Routing With Neural Combinatorial Optimization and Deep Reinforcement Learning https://ieeexplor…☆58Updated 5 years ago
- public code and data☆35Updated 2 years ago
- Dynamic Traffic Assignment☆13Updated 4 years ago
- Problem Statement A smart city needs smart mobility, and to achieve this objective, the travel should be made convenient through sustain…☆19Updated 5 years ago
- This is the official code for the published paper 'Deep Reinforcement Learning for Multi-Period Facility Location: 𝑝𝑘-median Dynamic Lo…☆15Updated 4 months ago
- Official implementation of "Graph Neural Network Reinforcement Learning for Autonomous Mobility-on-Demand☆73Updated 3 years ago
- ☆57Updated 4 years ago
- IPDALight for traffic signal control☆17Updated 10 months ago
- Networkx implementation of Yen's k shortest paths algorithm.☆10Updated 6 years ago
- ☆14Updated 3 years ago
- Official code for "Expression is enough: Improving traffic signal control with advanced traffic state representation ".☆36Updated 11 months ago
- Reinforcement Learning for Solving the Vehicle Routing Problem☆65Updated 3 years ago