pagand / Eco-Light
Environment friendly traffic signal control with deep reinforcement learning
☆26Updated last year
Alternatives and similar repositories for Eco-Light:
Users that are interested in Eco-Light are comparing it to the libraries listed below
- Adaptive Traffic Signal Control of Autonomous Vehicles using Multi-Agent Reinforcement Learning techniques and SUMO tool for vehicular si…☆29Updated 2 years ago
- Simulation of Urban Mobility (SUMO) for Multi-Agent Reinforcement Learning☆19Updated 2 years ago
- Cooperative Control of Traffic Signals and Connected Vehicles: A Multi-agent Deep Reinforcement Learning Approach☆19Updated 3 years ago
- This is a multi agent reinforcement learning system using SUMO for large scale traffic light control☆27Updated 4 years ago
- XRouting: An explainable vehicle rerouting system based on reinforcement learning with transformer structure☆15Updated last year
- Cooperative control for traffic light signals and connected autonomous vehicles using deep reinforcement learning☆68Updated last year
- Decentralized reinforcement learning for city-scale traffic light control☆20Updated 2 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
- ☆29Updated 2 years ago
- Using RL-controlled vehicles as traffic regulator to reduce the travel time of emergency vehicles near intersections☆11Updated 2 years ago
- Traffic Signal Control Using Lightweight Transformers: An Offline-to-Online RL Approach (https://arxiv.org/abs/2312.07795)☆4Updated 5 months ago
- This project develops a Dynamic Traffic Light Management System (DTLMS) using SUMO and reinforcement learning to optimize traffic signals…☆14Updated last year
- This is a Machine Learning project made by myself, containing several algorithms from the Reinforcement Learning world (DQN, A2C, PPO) wi…☆17Updated 2 years ago
- codes for paper 《Neighborhood Cooperative Multiagent Reinforcement Learning for Adaptive Traffic Signal Control in Epidemic Regions》☆12Updated 2 years ago
- Adaptive real-time traffic light signal control system using Deep Multi-Agent Reinforcement Learning☆62Updated 4 years ago
- sumo + RL + Routing☆19Updated 2 years ago
- Deep Q-Learning traffic light agent using Reinforcement Learning to maximize efficiency in a custom SUMO environment☆12Updated last year
- Multi-Agent Deep Reinforcement Learning for Large-Scale Traffic Signal Control☆11Updated last year
- Analysis of various traffic signal control techniques in SUMO☆15Updated 5 years ago
- Inductive Graph Reinforcement Learning for Massive-Scale Traffic Signal Control☆59Updated 2 years ago
- ☆14Updated 2 years ago
- SUMO Pytorch Deep Reinforcement Learning Traffic Signal Control☆36Updated 2 years ago
- indrajitsadhukhan / Improving-traffic-flow-in-a-single-intersection-using-data-from-its-neighbouring-intersectionsIt is a project build on Simulation Of Urban Mobility(SUMO) to simulate a single intersection and optimize the traffic by minimizing queu…☆19Updated 4 years ago
- The source code of paper "Decentralized Neighbouring Information Fusion for Traffic Network Signal Control" and related baselines.☆18Updated 8 months ago
- SUMO Simulation source code of the study - A Study of Applying Eco-Driving Speed Advisory on Transit Signal Priority☆12Updated last year
- Multi-Agent Reinforcement Learning for Traffic Signal Control through Universal Communication Method☆34Updated last year
- Scramble Crossing with Deep Reinforcement Learning☆9Updated last year
- This repository contains the code for the paper "UniTSA: A Universal Reinforcement Learning Framework for V2X Traffic Signal Control".☆28Updated last month
- The source code for our paper: Graph Reinforcement Learning Application to Co-operative Decision-Making in Mixed Autonomy Traffic: Framew…☆67Updated 11 months ago