Source code of paper Combinatorial Optimization Meets Reinforcement Learning: Effective Taxi Order Dispatching at Large-Scale (TKDE 2022).
☆25Apr 7, 2022Updated 4 years ago
Alternatives and similar repositories for Learning-To-Dispatch
Users that are interested in Learning-To-Dispatch are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Context-Aware Taxi Dispatching at City-Scale Using Deep Reinforcement Learning☆74Aug 25, 2023Updated 2 years ago
- Effcient Ridesharing Dispatch Using Multi-Agent Reinforcement Learning☆50May 17, 2020Updated 6 years ago
- Source code of queueing-based vehicle dispatching framework☆12Feb 20, 2019Updated 7 years ago
- A GitHub repository associated with paper "Learn to Earn: Enabling Coordination Within a Ride-Hailing Fleet"☆10Jun 22, 2020Updated 6 years ago
- Edge-weighted online bipartite matching (JACM 2022)☆12Jun 18, 2023Updated 3 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Code for CIKM'19 "CoRide: Joint Order Dispatching and Fleet Management for Multi-Scale Ride-Hailing Platforms"☆65Aug 3, 2025Updated last year
- 1st solution for KDD Cup 2020 (RL track)☆62Aug 28, 2020Updated 5 years ago
- This is the official implementation of "Optimizing Large-Scale Fleet Management on a Road Network using Multi-Agent Deep Reinforcement Le…☆39Apr 27, 2022Updated 4 years ago
- Reinforcement Learning Enhanced Quantum-inspired Algorithm for Combinatorial Optimization☆16Feb 19, 2020Updated 6 years ago
- 记录推荐系统相关的面试题、优化经验☆38Jun 2, 2025Updated last year
- Autonomous Mobility on Demand - an Agent-based Modeling Platform☆18Mar 2, 2021Updated 5 years ago
- Official implementation of "Graph Neural Network Reinforcement Learning for Autonomous Mobility-on-Demand☆84Apr 28, 2021Updated 5 years ago
- ☆21May 16, 2024Updated 2 years ago
- Data sparse and non-parametric quantile regression☆10Jun 10, 2021Updated 5 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Airport Taxi Decision Support System 机场出租车决策模型与优先调度策略☆15Mar 16, 2020Updated 6 years ago
- Population-Based Reinforcement Learning for Combinatorial Optimization☆88Feb 12, 2024Updated 2 years ago
- ☆14Sep 14, 2021Updated 4 years ago
- The code of Dynamic Graph Learning Based on Hierarchical Memory for Origin-Destination Demand Prediction☆14Apr 29, 2022Updated 4 years ago
- Decomposition Strategies for Vehicle Routing Heuristics☆35Apr 24, 2026Updated 3 months ago
- Official implementation of "Graph Meta-Reinforcement Learning for TransferableAutonomous Mobility-on-Demand"☆16Mar 3, 2022Updated 4 years ago
- STL:Online Detection of Taxis Trajectory Anomaly based on Spatial-Temporal Laws☆31Apr 8, 2019Updated 7 years ago
- [CIKM 2022] Towards Automated Over-Sampling for Imbalanced Classification☆10Mar 20, 2023Updated 3 years ago
- ☆53Aug 5, 2022Updated 4 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Official implementation of "Deep Reinforcement Learning for Autonomous Driving using High-Level Heterogeneous Graph Representations"☆31Jul 13, 2023Updated 3 years ago
- Lipschitz Lifelong RL☆11Nov 6, 2020Updated 5 years ago
- Python implementation of algorithm proposed in paper "Autonomous On-Demand Free Flight Operations in Urban Air Mobility using Monte Carlo…☆16May 10, 2021Updated 5 years ago
- SetRank: A Setwise Bayesian Approach for Collaborative Ranking from Implicit Feedback☆11Oct 11, 2020Updated 5 years ago
- ☆10Sep 17, 2016Updated 9 years ago
- Order Fulfillment by Multi-Agent Reinforcement Learning☆28Jun 12, 2026Updated 2 months ago
- Code for the paper "Predicting origin-destination ride-sourcing demand with a spatio-temporal encoder-decoder residual multi-graph convol…☆16Nov 26, 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 4 years ago
- Iterative heuristics for endogenous spatial regimes delineation (IJGIS 2023)☆13Dec 27, 2024Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- This is a Machine Learning project made by myself, containing several algorithms from the Reinforcement Learning world (DQN, A2C, PPO) wi…☆23Mar 26, 2022Updated 4 years ago
- Deep Learning model for image compression☆11Jun 29, 2018Updated 8 years ago
- ☆23Oct 29, 2023Updated 2 years ago
- [ICDE'20] Predicting Origin-Destination Flow via Multi-Perspective Graph Convolutional Network (Pytorch Replication)☆21May 18, 2021Updated 5 years ago
- 推荐系统入门教程,包含基础知识和相应的运行实例☆11Jan 9, 2024Updated 2 years ago
- ☆11May 27, 2022Updated 4 years ago
- Dynamic Origin-Destination Matrix Prediction with Line Graph Neural Networks and Kalman Filter☆17Feb 26, 2020Updated 6 years ago