YuHan-Research-Group-SEU / Deep-Reinforcement-Learning-Network-for-Highway-Ramp-MeteringView on GitHub
Ramp metering agent trained by TD3 algorithm using SUMO
☆19Oct 15, 2023Updated 2 years ago
Alternatives and similar repositories for Deep-Reinforcement-Learning-Network-for-Highway-Ramp-Metering
Users that are interested in Deep-Reinforcement-Learning-Network-for-Highway-Ramp-Metering are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Deep Multi-Agent Reinforcement Learning for Highway On-Ramp Merging in Mixed Traffic - Topics in Intelligent Systems☆20Dec 8, 2024Updated last year
- Project repository for Intelligent Transportation Systems course.☆17Jun 28, 2025Updated last year
- High speed autonomous vehicle navigation and lane change in dense traffic scenario using custom SUMO gym Environment and Reinforcement Le…☆38May 23, 2023Updated 3 years ago
- Best lane-changing policy with various types of car, on SUMO simulator.☆16Jan 7, 2024Updated 2 years ago
- Highway Traffic Control with MPC-based RL☆53Jun 16, 2025Updated last year
- 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.
- An implementation of the traffic simulation optimisation with reinforcement learning, with FLOW and SUMO.☆17Jan 15, 2021Updated 5 years ago
- 基于SUMO的高速公路-匝道交通仿真与数据分析系统,只需要安装sumo和一个python语言的编辑器,并且安装requirements.txt中必要的库函数,直接运行traffic_manager.py文件即可。详细指南请阅读readme文件☆15Aug 1, 2025Updated last year
- multi agent RL for traffic light control in Sumo using distributed PPO☆145Jun 6, 2023Updated 3 years ago
- A traffic control system which counts the number of vehicles and detects passage of any emergency vehicle. This will help in dynamic traf…☆11Apr 13, 2017Updated 9 years ago
- ☆17Dec 31, 2024Updated last year
- My Simulation platform for edge computing based on Veins which includes SUMO and OMNet++☆16May 17, 2020Updated 6 years ago
- SUMO Pytorch Deep Reinforcement Learning Traffic Signal Control☆43Feb 18, 2022Updated 4 years ago
- Debug/explore OpenStreetMap data in your browser☆12Oct 20, 2025Updated 11 months ago
- ☆11May 4, 2026Updated 5 months 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.
- Training DeepCars using Deep Reinforcement Learning agents (DQN and Double-DQN)☆22Sep 27, 2019Updated 7 years ago
- 地图选点一键导出公交到达圈的小工具☆11Apr 4, 2022Updated 4 years ago
- Traffic network road editor☆12Jun 16, 2015Updated 11 years ago
- Adaptive Traffic Signal Control of Autonomous Vehicles using Multi-Agent Reinforcement Learning techniques and SUMO tool for vehicular si…☆39Jul 9, 2022Updated 4 years ago
- This project is developing a hybrid DRL-MPC model for motion planning of AVs at unsignalized intersection. The work is based on the Highw…☆21Mar 8, 2026Updated 7 months ago
- Predict traffic signal phase and timing in fixed and adaptively controlled environment using historical traffic data☆16Oct 27, 2017Updated 8 years ago
- The code for paper 'STAS: Spatial-Temporal Return Decomposition for Multi-agent Reinforcement Learning'☆17Oct 6, 2024Updated 2 years ago
- Master's Degree final thesis project: reduce emergency vehicles travel time using V2V communications in VEINS simulator☆11Jan 9, 2022Updated 4 years ago
- Autonomous Driving W/ Deep Reinforcement Learning in Lane Keeping - DDQN and SAC with kinematics/birdview-images☆13Mar 24, 2026Updated 6 months 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.
- ☆12Jun 4, 2024Updated 2 years ago
- ☆11Sep 13, 2025Updated last year
- Modeling and control of mixed traffic flow☆52Jul 17, 2024Updated 2 years ago
- ☆12Apr 4, 2024Updated 2 years ago
- L4DC2021 code repository☆14Apr 14, 2021Updated 5 years ago
- This is the implementation of the work done in "Optimized self-adaptive PID speed control for autonomous vehicles" paper.☆32Feb 22, 2025Updated last year
- code for "Data Might be Enough: Bridge Real-World Traffic Signal Control Using Offline Reinforcement Learning"☆11May 2, 2024Updated 2 years ago
- applying multi-agent reinforcement learning for highway-merging autonomous vehicles☆67Dec 9, 2023Updated 2 years ago
- Improving Safety in Mixed Traffic: A Learning-based Model Predictive Control for Autonomous and Human-Driven Vehicle Platooning☆82Apr 17, 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.
- A Spatio-Temporal Multi-Agent Reinforcement Learning algorithm for cooperative traffic signal control.☆20Feb 2, 2024Updated 2 years ago
- Deep Reinforcement Learning in CARLA simulator☆16Mar 10, 2024Updated 2 years ago
- App layer code of task offloading of Space-Air-Ground vehicular network.☆27Aug 10, 2018Updated 8 years ago
- ☆18Mar 9, 2026Updated 7 months ago
- ☆10Apr 27, 2025Updated last year
- ☆17Jan 19, 2024Updated 2 years ago
- Calibration tool for the EIDM car following model☆11Jul 30, 2024Updated 2 years ago