pagand / Eco-LightView external linksLinks
Environment friendly traffic signal control with deep reinforcement learning
☆32Oct 12, 2023Updated 2 years ago
Alternatives and similar repositories for Eco-Light
Users that are interested in Eco-Light are comparing it to the libraries listed below
Sorting:
- This is our Final Year Project in Bachelors. We try to avoid congestion on two levels i.e Intersection level and Infrastructure to Vehicl…☆10Oct 12, 2020Updated 5 years ago
- Reinforcement learning for traffic signal control (published research)☆35Oct 24, 2025Updated 3 months ago
- Deep Q-Learning traffic light agent using Reinforcement Learning to maximize efficiency in a custom SUMO environment☆12Jul 26, 2023Updated 2 years ago
- Adaptive traffic signal control using deep reinforcement learning built using SUMO☆13Mar 5, 2022Updated 3 years ago
- ☆18Dec 30, 2023Updated 2 years ago
- sumo + RL + Routing☆19May 6, 2022Updated 3 years ago
- Using RL-controlled vehicles as traffic regulator to reduce the travel time of emergency vehicles near intersections☆11Jan 27, 2022Updated 4 years ago
- Deep Reinforcement Learning Agent to control traffic light providing emergency facilitation using real-time traffic data.☆11Feb 11, 2021Updated 5 years ago
- The code repo for paper "Multi-intersection Traffic Optimisation: ABenchmark Dataset and a Strong Baseline"☆11Mar 15, 2022Updated 3 years ago
- IPDALight for traffic signal control☆19Mar 18, 2024Updated last year
- Traffic Lights Control with Deep Learning☆73Sep 9, 2022Updated 3 years ago
- This is a Machine Learning project made by myself, containing several algorithms from the Reinforcement Learning world (DQN, A2C, PPO) wi…☆23Mar 26, 2022Updated 3 years ago
- Official code for "Knowledge intensive state design for traffic signal control"☆30Feb 28, 2024Updated last year
- SUMO Simulation source code of the study - A Study of Applying Eco-Driving Speed Advisory on Transit Signal Priority☆15Feb 21, 2023Updated 2 years ago
- Distributed Deep Reinforcement Learning Traffic Signal Control☆54Mar 10, 2019Updated 6 years ago
- Cooperative control for traffic light signals and connected autonomous vehicles using deep reinforcement learning☆84Jul 22, 2023Updated 2 years ago
- Decentralized reinforcement learning for city-scale traffic light control☆24Oct 18, 2022Updated 3 years ago
- GCN CAV☆13Mar 29, 2021Updated 4 years ago
- ☆15Oct 26, 2020Updated 5 years ago
- multi agent RL for traffic light control in Sumo using distributed PPO☆141Jun 6, 2023Updated 2 years ago
- Inductive Graph Reinforcement Learning for Massive-Scale Traffic Signal Control☆65Oct 17, 2022Updated 3 years ago
- Integrate AutoRL into DQN to implement a single traffic signal control system.☆16Nov 16, 2023Updated 2 years ago
- Investigating Q-Learning and DQN variants for Traffic Signal Control problem☆27Jul 10, 2022Updated 3 years ago
- Adaptive real-time traffic light signal control system using Deep Multi-Agent Reinforcement Learning☆69Nov 17, 2020Updated 5 years ago
- Control Traffic lights intelligently with Reinforcement Learning!☆16Jun 11, 2020Updated 5 years ago
- This is a multi agent reinforcement learning system using SUMO for large scale traffic light control☆30May 20, 2020Updated 5 years ago
- Traffic Light Control problem using Actor- Critic algorithm in Simulation of Urban Mobility (SUMO) simulator☆17Dec 14, 2021Updated 4 years ago
- SUMO chinese document translation project☆21Jun 5, 2021Updated 4 years ago
- The source code of paper "Decentralized Neighbouring Information Fusion for Traffic Network Signal Control" and related baselines.☆21Apr 30, 2024Updated last year
- It is a project build on Simulation Of Urban Mobility(SUMO) to simulate a single intersection and optimize the traffic by minimizing queu…☆19Oct 30, 2020Updated 5 years ago
- Emergency Vehicle Smart Grid to provide faster movement to emergency vehicles.☆11Dec 12, 2019Updated 6 years ago
- Multi-Agent Reinforcement Learning for Traffic Signal Control through Universal Communication Method☆39Mar 23, 2025Updated 10 months ago
- Adaptive Traffic Signal Control of Autonomous Vehicles using Multi-Agent Reinforcement Learning techniques and SUMO tool for vehicular si…☆39Jul 9, 2022Updated 3 years ago
- Simulation of Urban Mobility (SUMO) for Multi-Agent Reinforcement Learning☆21Mar 6, 2022Updated 3 years ago
- SUMO Pytorch Deep Reinforcement Learning Traffic Signal Control☆43Feb 18, 2022Updated 3 years ago
- Multi-Agent Deep Reinforcement Learning for Large-Scale Traffic Signal Control☆24Sep 2, 2023Updated 2 years ago
- Master's Thesis on Lane Change in Autonomous Vehicles.☆12Aug 19, 2022Updated 3 years ago
- A dynamic traffic light scheduling algorithm which reduces the wait time of vehicles and pedestrians and optimizes the utilization of a c…☆10Sep 19, 2020Updated 5 years ago
- TorchGRL is the source code for our paper Graph Convolution-Based Deep Reinforcement Learning for Multi-Agent Decision-Making in Mixed…☆103Oct 22, 2022Updated 3 years ago