XingshuaiHuang / DTLight-old
Traffic Signal Control Using Lightweight Transformers: An Offline-to-Online RL Approach (https://arxiv.org/abs/2312.07795)
☆3Updated 3 months ago
Related projects ⓘ
Alternatives and complementary repositories for DTLight-old
- Inductive Graph Reinforcement Learning for Massive-Scale Traffic Signal Control☆56Updated 2 years ago
- ☆10Updated 10 months ago
- Environment friendly traffic signal control with deep reinforcement learning☆23Updated last year
- Multi-Agent Reinforcement Learning for Traffic Signal Control through Universal Communication Method☆34Updated last year
- This is a multi agent reinforcement learning system using SUMO for large scale traffic light control☆26Updated 4 years ago
- MetaLight: a value-based meta-reinforcement learning framework for traffic signal control☆36Updated 4 years ago
- Cooperative Control of Traffic Signals and Connected Vehicles: A Multi-agent Deep Reinforcement Learning Approach☆17Updated 3 years ago
- The source code of paper "Decentralized Neighbouring Information Fusion for Traffic Network Signal Control" and related baselines.☆18Updated 6 months ago
- codes for paper 《Neighborhood Cooperative Multiagent Reinforcement Learning for Adaptive Traffic Signal Control in Epidemic Regions》☆10Updated 2 years ago
- Deep Reinforcement Learning for Traffic Lights Control using SUMO☆22Updated 5 years ago
- deep reinforcement learing SUMO☆39Updated 6 years ago
- This is a Machine Learning project made by myself, containing several algorithms from the Reinforcement Learning world (DQN, A2C, PPO) wi…☆15Updated 2 years ago
- IPDALight for traffic signal control☆16Updated 7 months ago
- Official code for "Knowledge intensive state design for traffic signal control"☆21Updated 8 months ago
- ☆11Updated 2 years ago
- XRouting: An explainable vehicle rerouting system based on reinforcement learning with transformer structure☆13Updated last year
- Simulation of Urban Mobility (SUMO) for Multi-Agent Reinforcement Learning☆17Updated 2 years ago
- This repository contains the code for the paper "UniTSA: A Universal Reinforcement Learning Framework for V2X Traffic Signal Control".☆24Updated 4 months ago
- ☆19Updated 3 years ago
- Adaptive Traffic Signal Control of Autonomous Vehicles using Multi-Agent Reinforcement Learning techniques and SUMO tool for vehicular si…☆29Updated 2 years ago
- Official code for "Expression is enough: Improving traffic signal control with advanced traffic state representation ".☆35Updated 8 months ago
- SUMO Pytorch Deep Reinforcement Learning Traffic Signal Control☆35Updated 2 years ago
- Cooperative control for traffic light signals and connected autonomous vehicles using deep reinforcement learning☆61Updated last year
- This study is to investigate the optimal control strategies at crosswalks using traffic signal controllers. A multi-agent reinforcement l…☆11Updated last year
- This project develops a Dynamic Traffic Light Management System (DTLMS) using SUMO and reinforcement learning to optimize traffic signals…☆11Updated 11 months ago
- ☆37Updated 6 months ago
- Adaptive real-time traffic light signal control system using Deep Multi-Agent Reinforcement Learning☆62Updated 3 years ago
- Multi-Agent Deep Reinforcement Learning for Large-Scale Traffic Signal Control☆10Updated last year
- Decentralized reinforcement learning for city-scale traffic light control☆18Updated 2 years ago
- ☆13Updated 3 years ago