Effcient Ridesharing Dispatch Using Multi-Agent Reinforcement Learning
☆50May 17, 2020Updated 6 years ago
Alternatives and similar repositories for RL-Ridesharing
Users that are interested in RL-Ridesharing 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
- Code for CIKM'19 "CoRide: Joint Order Dispatching and Fleet Management for Multi-Scale Ride-Hailing Platforms"☆65Aug 3, 2025Updated 11 months 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 4 years ago
- Source code of queueing-based vehicle dispatching framework☆12Feb 20, 2019Updated 7 years ago
- ☆11Sep 10, 2022Updated 3 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- A high-capacity on-demand ride-sharing simulator, with three representative vehicle dispatch algorithms implemented.☆17Jan 14, 2022Updated 4 years ago
- A Simulator for Dynamic Ride-Sharing with Pooling: Joint Matching,Pricing, Route Planning, and Dispatching☆40Nov 23, 2023Updated 2 years ago
- A GitHub repository associated with paper "Learn to Earn: Enabling Coordination Within a Ride-Hailing Fleet"☆10Jun 22, 2020Updated 6 years ago
- Illustrated Examples from Sutton and Barto☆38May 11, 2023Updated 3 years ago
- Paper list of Reinforcement Learning (RL) applied on transportation☆108Oct 28, 2021Updated 4 years ago
- Official implementation of "Graph Neural Network Reinforcement Learning for Autonomous Mobility-on-Demand☆84Apr 28, 2021Updated 5 years ago
- 阿里天池智慧物流挑战赛-饿了吗新冠疫情骑士行为预估☆16Jun 3, 2020Updated 6 years ago
- Official implementation of "Graph Meta-Reinforcement Learning for TransferableAutonomous Mobility-on-Demand"☆16Mar 3, 2022Updated 4 years ago
- This study is to investigate the optimal control strategies at crosswalks using traffic signal controllers. A multi-agent reinforcement l…☆12Jan 3, 2023Updated 3 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Prediction of traffic patterns in bike sharing systems. Including dashboard for clustering analysis of stations in bike share networks ba…☆12Sep 22, 2022Updated 3 years ago
- The submission template for the Learning to Dispatch and Reposition Competition @ KDD2020.☆94Jun 2, 2021Updated 5 years ago
- A high-capacity ride-sharing simulator calibrated by real request datasets and road netwoeks☆21May 2, 2023Updated 3 years ago
- Taxi Origin-Destination Demand Prediction☆54Jul 4, 2020Updated 6 years ago
- Fleet Management Simulation Framework☆33Feb 24, 2019Updated 7 years ago
- ☆12Aug 15, 2020Updated 5 years ago
- Agent-based simulator for two sided urban mobility markets☆37Feb 27, 2023Updated 3 years ago
- Deep reinforcement learning with a particle dynamics environment applied to emergency evacuation of a room with obstacles☆10Mar 6, 2026Updated 4 months ago
- Implementation of: Nazari, Mohammadreza, et al. "Deep Reinforcement Learning for Solving the Vehicle Routing Problem." arXiv preprint arX…☆539May 7, 2020Updated 6 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Autonomous Mobility on Demand - an Agent-based Modeling Platform☆18Mar 2, 2021Updated 5 years ago
- A simulator and learning agent to solve the ridesharing problem☆36Jun 18, 2021Updated 5 years ago
- ☆10Sep 21, 2020Updated 5 years ago
- ☆10Dec 13, 2022Updated 3 years ago
- Deep Reinforcement Learning-Based Method for Capacity Vehicle Route Problem with Time Windows☆14Jul 28, 2024Updated last year
- Data sparse and non-parametric quantile regression☆10Jun 10, 2021Updated 5 years ago
- ☆12Aug 24, 2023Updated 2 years ago
- A heuristic algorithm for solving the generalized stable-roommate problem.☆15Jul 5, 2025Updated last year
- 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
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Repository for various solutions to the vehicular routing problem using AI☆11Dec 19, 2018Updated 7 years ago
- PyTorch implementation of various reinforcement learning algorithms☆18Feb 22, 2018Updated 8 years ago
- A general formulation for multi-modal dynamic traffic assignment considering multi-class vehicles, public transit and parking☆19Jun 18, 2018Updated 8 years ago
- A simple bus simulation environment for bus bunching analysis in New York City☆14Oct 7, 2018Updated 7 years ago
- Preference-Aware Task Assignment in On-Demand Taxi Dispatching: An Online Stable Matching Approach☆13Apr 4, 2020Updated 6 years ago
- 利用sumo作为仿真平台，采用强化学习中的DQN进行交通信号灯相位时间的调整☆56Jan 3, 2019Updated 7 years ago
- ☆12Feb 10, 2021Updated 5 years ago