Context-Aware Taxi Dispatching at City-Scale Using Deep Reinforcement Learning
☆70Aug 25, 2023Updated 2 years ago
Alternatives and similar repositories for Vehicles-Dispatch-Simulator
Users that are interested in Vehicles-Dispatch-Simulator are comparing it to the libraries listed below
Sorting:
- Source code of paper Combinatorial Optimization Meets Reinforcement Learning: Effective Taxi Order Dispatching at Large-Scale (TKDE 2022)…☆26Apr 7, 2022Updated 3 years ago
- Effcient Ridesharing Dispatch Using Multi-Agent Reinforcement Learning☆51May 17, 2020Updated 5 years ago
- Source code of queueing-based vehicle dispatching framework☆13Feb 20, 2019Updated 7 years ago
- Fleet Management Simulation Framework☆33Feb 24, 2019Updated 7 years ago
- This is the official implementation of "Optimizing Large-Scale Fleet Management on a Road Network using Multi-Agent Deep Reinforcement Le…☆38Apr 27, 2022Updated 3 years ago
- Efficient Large-Scale Fleet Management via Multi-Agent Deep Reinforcement Learning☆213Jul 21, 2019Updated 6 years ago
- ☆11Sep 10, 2022Updated 3 years ago
- ☆10Dec 29, 2020Updated 5 years ago
- Paper list of Reinforcement Learning (RL) applied on transportation☆109Oct 28, 2021Updated 4 years ago
- 1st solution for KDD Cup 2020 (RL track)☆62Aug 28, 2020Updated 5 years ago
- ☆23May 12, 2022Updated 3 years ago
- The submission template for the Learning to Dispatch and Reposition Competition @ KDD2020.☆93Jun 2, 2021Updated 4 years ago
- Code for CIKM'19 "CoRide: Joint Order Dispatching and Fleet Management for Multi-Scale Ride-Hailing Platforms"☆63Aug 3, 2025Updated 7 months ago
- A Simulator for Dynamic Ride-Sharing with Pooling: Joint Matching,Pricing, Route Planning, and Dispatching☆37Nov 23, 2023Updated 2 years ago
- ☆11Dec 11, 2024Updated last year
- Taxi Dispatch Simulator ✅☆68Jul 7, 2022Updated 3 years ago
- Dynamic Traffic Assignment☆16Aug 25, 2020Updated 5 years ago
- ☆12Aug 15, 2020Updated 5 years ago
- Multi Agent Reinforcement Learning Environment For Aerial Unmanned Vehicles☆13Apr 13, 2023Updated 2 years ago
- An efficient insertion framework called GreedyDP for shared mobility services.☆14Aug 29, 2022Updated 3 years ago
- Python scripts for computing a dynamic user equilibrium solution for a multi-OD road network. The model uses a cell transmission model fo…☆15Jun 9, 2020Updated 5 years ago
- A simulator and learning agent to solve the ridesharing problem☆36Jun 18, 2021Updated 4 years ago
- DRL for Dynamic Stochastic Vehicle Routing Problem with Time Window☆15Oct 23, 2023Updated 2 years ago
- ☆62Dec 17, 2024Updated last year
- [AAAI'19] Spatiotemporal Multi-Graph Convolution Network for Ride-Hailing Demand Forecasting (Pytorch Replication)☆96May 17, 2021Updated 4 years ago
- A cell transmission model based on python☆49Oct 7, 2023Updated 2 years ago
- PyTorch implementation of Online Vehicle Routing With Neural Combinatorial Optimization and Deep Reinforcement Learning https://ieeexplor…☆65Oct 28, 2019Updated 6 years ago
- Inductive Graph Reinforcement Learning for Massive-Scale Traffic Signal Control☆65Oct 17, 2022Updated 3 years ago
- Official implementation of "Graph Meta-Reinforcement Learning for TransferableAutonomous Mobility-on-Demand"☆16Mar 3, 2022Updated 4 years ago
- Distributed deep reinforcement learning for fighting forest fires with autonomous aerial vehicles.☆16Jan 28, 2021Updated 5 years ago
- Python implementation of the method of successive averages (MSA) for traffic assignment.☆21Aug 4, 2020Updated 5 years ago
- Official implementation of "Know Your Action Set: Learning Action Relations for Reinforcement Learning", Jain et al., ICLR 2022.☆18Mar 16, 2022Updated 3 years ago
- Autonomous Mobility-on-Demand Simulation☆17Feb 12, 2025Updated last year
- Implementation of Mean Field Multi-Agent Reinforcement Learning in Pytorch☆19Apr 27, 2024Updated last year
- ☆14Sep 1, 2021Updated 4 years ago
- DRL for Dynamic Vehicle Routing Problem with stochastic customer requests☆19Aug 28, 2023Updated 2 years ago
- Deep reinforcement approach to solving dynamic pickup and delivery problem☆21Jun 7, 2021Updated 4 years ago
- Autonomous Mobility on Demand - an Agent-based Modeling Platform☆17Mar 2, 2021Updated 5 years ago
- DRL for Dynamic Vehicle Routing Problem with stochastic customer requests☆26Oct 23, 2023Updated 2 years ago