Paper list of Reinforcement Learning (RL) applied on transportation
☆110Oct 28, 2021Updated 4 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. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Paper list of multi-agent reinforcement learning (MARL)☆44Oct 30, 2021Updated 4 years ago
- Simulation of Ridesharing Market and the MDP Order Dispatch Policy☆21Mar 13, 2024Updated 2 years ago
- Context-Aware Taxi Dispatching at City-Scale Using Deep Reinforcement Learning☆74Aug 25, 2023Updated 2 years ago
- ☆12Aug 15, 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
- 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.
- Fleet Management Simulation Framework☆33Feb 24, 2019Updated 7 years ago
- Effcient Ridesharing Dispatch Using Multi-Agent Reinforcement Learning☆51May 17, 2020Updated 6 years ago
- Source code of queueing-based vehicle dispatching framework☆13Feb 20, 2019Updated 7 years ago
- Agent-based simulator for two sided urban mobility markets☆36Feb 27, 2023Updated 3 years ago
- ☆10Dec 29, 2020Updated 5 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 6 years ago
- A general formulation for multi-modal dynamic traffic assignment considering multi-class vehicles, public transit and parking☆20Jun 18, 2018Updated 8 years ago
- Autonomous Mobility-on-Demand Simulation☆17Feb 12, 2025Updated last year
- This repository contains code related to a research paper I've been working on titled "Dynamic traffic assignment with a node-based cell …☆18Aug 23, 2019Updated 6 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.
- ☆25Jul 13, 2022Updated 3 years ago
- This repository documents the MATLAB implementation of several day-to-day (disequilibrium) dynamic traffic assignment models, e.g. based …☆33Feb 16, 2020Updated 6 years ago
- Multi-Agent Reinforcement Learning☆11Jun 16, 2020Updated 6 years ago
- IPDALight for traffic signal control☆19Mar 18, 2024Updated 2 years ago
- Online Resource Repository: Datasets, Simulation Platforms, and Empirical Research on Emerging Mixed Traffic of Automated Vehicles and Hu…☆16Nov 29, 2023Updated 2 years ago
- Reinforcement Learning Benchmarks for Traffic Signal Control (RESCO)☆175Dec 11, 2025Updated 6 months ago
- A modern agent-based modeling platform for mobility-on-demand simulations.☆14Mar 25, 2021Updated 5 years ago
- SUMO Pytorch Deep Reinforcement Learning Traffic Signal Control☆43Feb 18, 2022Updated 4 years ago
- Code for CIKM'19 "CoRide: Joint Order Dispatching and Fleet Management for Multi-Scale Ride-Hailing Platforms"☆65Aug 3, 2025Updated 10 months 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.
- Code for the KDD 2022 paper "Interpreting Trajectories from Multiple Views: A Hierarchical Self-Attention Network for Estimating the Time…☆18May 29, 2022Updated 4 years ago
- All you need to know about Reinforcement Learning for Traffic Signal Control. https://traffic-signal-control.github.io/☆190Feb 3, 2020Updated 6 years ago
- A python implementation of the cell transmission model (CTM) for macroscopic traffic flow simulation.☆24Dec 6, 2021Updated 4 years ago
- A high-capacity ride-sharing simulator calibrated by real request datasets and road netwoeks☆21May 2, 2023Updated 3 years ago
- The submission template for the Learning to Dispatch and Reposition Competition @ KDD2020.☆94Jun 2, 2021Updated 5 years ago
- SUMO Simulation source code of the study - A Study of Applying Eco-Driving Speed Advisory on Transit Signal Priority☆17Feb 21, 2023Updated 3 years ago
- - Create a queueing model at signalized intersections (e.g. shockwave profile model); - Create a simple SUMO network with traffic lights;…☆11Nov 18, 2021Updated 4 years ago
- A paper list of the papers on ridesharing☆18Apr 4, 2020Updated 6 years ago
- Berlin Sumo Traffic (BeST) Scenario☆31Feb 20, 2026Updated 3 months ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- A Simulator for Dynamic Ride-Sharing with Pooling: Joint Matching,Pricing, Route Planning, and Dispatching☆39Nov 23, 2023Updated 2 years ago
- This repository contains the code for the paper "LLM-Assisted Light: Leveraging Large Language Model Capabilities for Human-Mimetic Traff…☆102Updated this week
- ☆16Sep 4, 2018Updated 7 years ago
- Open-source Python package designed for integration of deep learning (first DL) and traffic simulation, by extending original C++ based s…☆27Oct 8, 2024Updated last year
- Agent-based fleet simulator to test strategies☆19Jul 17, 2025Updated 11 months ago
- Implementation of: Nazari, Mohammadreza, et al. "Deep Reinforcement Learning for Solving the Vehicle Routing Problem." arXiv preprint arX…☆538May 7, 2020Updated 6 years ago
- 2015年Murray关于卡车无 人机协同配送问题的复现代码，包括建模和文中的启发式求解，全网首发。☆41Oct 28, 2024Updated last year