LiangZhang1996 / AttentionLight
Official code for "Knowledge intensive state design for traffic signal control"
☆21Updated last year
Alternatives and similar repositories for AttentionLight:
Users that are interested in AttentionLight are comparing it to the libraries listed below
- IPDALight for traffic signal control☆17Updated last year
- ☆39Updated 10 months ago
- Official code for "Expression is enough: Improving traffic signal control with advanced traffic state representation ".☆36Updated last year
- Inductive Graph Reinforcement Learning for Massive-Scale Traffic Signal Control☆59Updated 2 years ago
- Cooperative Control of Traffic Signals and Connected Vehicles: A Multi-agent Deep Reinforcement Learning Approach☆21Updated 3 years ago
- Multi-Agent Reinforcement Learning for Traffic Signal Control through Universal Communication Method☆35Updated last year
- This is a multi agent reinforcement learning system using SUMO for large scale traffic light control☆28Updated 4 years ago
- MetaLight: a value-based meta-reinforcement learning framework for traffic signal control☆38Updated 5 years ago
- codes for paper 《Neighborhood Cooperative Multiagent Reinforcement Learning for Adaptive Traffic Signal Control in Epidemic Regions》☆12Updated 2 years ago
- ☆14Updated last year
- ☆25Updated 5 years ago
- Adaptive real-time traffic light signal control system using Deep Multi-Agent Reinforcement Learning☆65Updated 4 years ago
- ☆14Updated 3 years ago
- This study is to investigate the optimal control strategies at crosswalks using traffic signal controllers. A multi-agent reinforcement l…☆11Updated 2 years ago
- Decentralized reinforcement learning for city-scale traffic light control☆22Updated 2 years ago
- Official code for "Efficient Pressure: Improving efficiency for signalized intersections ".☆16Updated last year
- The source code of paper "Decentralized Neighbouring Information Fusion for Traffic Network Signal Control" and related baselines.☆18Updated 10 months ago
- ☆57Updated 5 years ago
- deep reinforcement learing SUMO☆43Updated 6 years ago
- ☆39Updated 5 years ago
- Adaptive Traffic Signal Control of Autonomous Vehicles using Multi-Agent Reinforcement Learning techniques and SUMO tool for vehicular si…☆31Updated 2 years ago
- Simulation of Urban Mobility (SUMO) for Multi-Agent Reinforcement Learning☆21Updated 3 years ago
- ☆16Updated 4 years ago
- Deep Reinforcement Learning for Traffic Lights Control using SUMO☆23Updated 5 years ago
- Using RL-controlled vehicles as traffic regulator to reduce the travel time of emergency vehicles near intersections☆11Updated 3 years ago
- code for "Data Might be Enough: Bridge Real-World Traffic Signal Control Using Offline Reinforcement Learning"☆10Updated 10 months ago
- Environment friendly traffic signal control with deep reinforcement learning☆29Updated last year
- Cooperative control for traffic light signals and connected autonomous vehicles using deep reinforcement learning☆69Updated last year
- XRouting: An explainable vehicle rerouting system based on reinforcement learning with transformer structure☆15Updated 2 years ago
- This project develops a Dynamic Traffic Light Management System (DTLMS) using SUMO and reinforcement learning to optimize traffic signals…☆15Updated last year