Effcient Ridesharing Dispatch Using Multi-Agent Reinforcement Learning
☆51May 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:
- Source code of paper Combinatorial Optimization Meets Reinforcement Learning: Effective Taxi Order Dispatching at Large-Scale (TKDE 2022)…☆26Apr 7, 2022Updated 4 years ago
- Context-Aware Taxi Dispatching at City-Scale Using Deep Reinforcement Learning☆73Aug 25, 2023Updated 2 years ago
- Code for CIKM'19 "CoRide: Joint Order Dispatching and Fleet Management for Multi-Scale Ride-Hailing Platforms"☆64Aug 3, 2025Updated 9 months 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
- A high-capacity on-demand ride-sharing simulator, with three representative vehicle dispatch algorithms implemented.☆17Jan 14, 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.
- A paper list of the papers on ridesharing☆18Apr 4, 2020Updated 6 years ago
- ☆11Sep 10, 2022Updated 3 years ago
- A Simulator for Dynamic Ride-Sharing with Pooling: Joint Matching,Pricing, Route Planning, and Dispatching☆38Nov 23, 2023Updated 2 years ago
- ☆23May 12, 2022Updated 4 years ago
- Paper list of Reinforcement Learning (RL) applied on transportation☆110Oct 28, 2021Updated 4 years ago
- Illustrated Examples from Sutton and Barto☆38May 11, 2023Updated 3 years ago
- Official implementation of "Graph Neural Network Reinforcement Learning for Autonomous Mobility-on-Demand☆83Apr 28, 2021Updated 5 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
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- 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 5 years ago
- Taxi Origin-Destination Demand Prediction☆54Jul 4, 2020Updated 5 years ago
- ☆12Aug 15, 2020Updated 5 years ago
- Simulating taxi-request matchings on a grid.☆11Aug 25, 2020Updated 5 years ago
- Implementation of: Nazari, Mohammadreza, et al. "Deep Reinforcement Learning for Solving the Vehicle Routing Problem." arXiv preprint arX…☆536May 7, 2020Updated 6 years ago
- Deep reinforcement learning with a particle dynamics environment applied to emergency evacuation of a room with obstacles☆10Mar 6, 2026Updated 2 months ago
- Agent-based simulator for two sided urban mobility markets☆36Feb 27, 2023Updated 3 years ago
- A multi-agent version of the Double DQN algorithm, with Foraging Task and Pursuit Game test scenarios☆12Apr 24, 2017Updated 9 years ago
- Autonomous Mobility on Demand - an Agent-based Modeling Platform☆17Mar 2, 2021Updated 5 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- A simulator and learning agent to solve the ridesharing problem☆36Jun 18, 2021Updated 4 years ago
- Autonomous Mobility-on-Demand Simulation☆17Feb 12, 2025Updated last year
- Real-time simulation library for ridesharing and other VRP problems☆29Sep 30, 2019Updated 6 years ago
- ☆10Sep 21, 2020Updated 5 years ago
- ☆10Jul 26, 2024Updated last year
- ☆10Dec 13, 2022Updated 3 years ago
- Data sparse and non-parametric quantile regression☆10Jun 10, 2021Updated 4 years ago
- Deep Reinforcement Learning-Based Method for Capacity Vehicle Route Problem with Time Windows☆14Jul 28, 2024Updated last year
- A general formulation for multi-modal dynamic traffic assignment considering multi-class vehicles, public transit and parking☆20Jun 18, 2018Updated 7 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Python implementations of the Stable Marriage and Stable Roommates algorithms☆10Dec 13, 2015Updated 10 years ago
- 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
- ☆12Aug 24, 2023Updated 2 years ago
- codes for paper 《Neighborhood Cooperative Multiagent Reinforcement Learning for Adaptive Traffic Signal Control in Epidemic Regions》☆14Apr 3, 2022Updated 4 years ago
- Repository for various solutions to the vehicular routing problem using AI☆11Dec 19, 2018Updated 7 years ago
- Autonomous Mobility-on-Demand Extremely Useful Simulation☆52Oct 3, 2024Updated last year
- 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☆55Jan 3, 2019Updated 7 years ago