Using reinforcement learning and genetic algorithms to improve traffic flow and reduce vehicle waiting times in a single-lane two-way junction simulator by coordinating traffic signal schedules.
☆29Feb 27, 2023Updated 3 years ago
Alternatives and similar repositories for AI-Traffic-Lights-Controller
Users that are interested in AI-Traffic-Lights-Controller are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- codes for paper 《Neighborhood Cooperative Multiagent Reinforcement Learning for Adaptive Traffic Signal Control in Epidemic Regions》☆14Apr 3, 2022Updated 4 years ago
- A Spatio-Temporal Multi-Agent Reinforcement Learning algorithm for cooperative traffic signal control.☆20Feb 2, 2024Updated 2 years ago
- This repository contains the code for the paper "UniTSA: A Universal Reinforcement Learning Framework for V2X Traffic Signal Control".☆42Nov 24, 2024Updated last year
- Multi Agent Reinforcement Learning Environment For Aerial Unmanned Vehicles☆13Apr 13, 2023Updated 3 years ago
- Cooperative control for traffic light signals and connected autonomous vehicles using deep reinforcement learning☆89Jul 22, 2023Updated 2 years 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.
- Multi-Agent Deep Reinforcement Learning for Large-Scale Traffic Signal Control☆24Sep 2, 2023Updated 2 years ago
- Cooperative Control of Traffic Signals and Connected Vehicles: A Multi-agent Deep Reinforcement Learning Approach☆24Jul 15, 2021Updated 4 years ago
- Cooperative Energy Management and Eco-driving of Plug-in Hybrid Electric Vehicle via Multi-agent Reinforcement Learning☆33Sep 5, 2022Updated 3 years ago
- Open code of my published paper: Ecological Driving Framework of Hybrid Electric Vehicle Based on Heterogeneous Multi-Agent Deep Reinforc…☆35May 6, 2025Updated last year
- A vehicle rental system for FiveM with support for the QBCore Framework.☆18Apr 23, 2024Updated 2 years ago
- A Hybrid Genetic Tabu Search Algorithm for Distributed Flexible Job Shop Scheduling Problems ( published on Journal of Manufacturing Syst…☆13Sep 3, 2023Updated 2 years ago
- All you need to know about Reinforcement Learning for Traffic Signal Control. https://traffic-signal-control.github.io/☆193Feb 3, 2020Updated 6 years ago
- ☆14Mar 27, 2023Updated 3 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
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- muhammadsohaib60 / Traffic-Congestion-Avoidance-For-Autonomous-Vehicles-Using-Reinforcement-LearningThe Aim of this project is to design an algorithm that will significantly decrease the trip times of vehicles as well as average car dens…☆10Jun 26, 2022Updated 4 years ago
- Applying GA to solve the traffic optimization problems implemented in python using SUMO simulation.☆10Aug 10, 2020Updated 5 years ago
- Evolutionary Algorithm to optimize waiting time in traffic lights.☆11Dec 3, 2020Updated 5 years ago
- Compromising productivity in exchange for energy-saving does not appeal to highly capitalized manufacturing industries. However, we might…☆15Feb 2, 2021Updated 5 years ago
- Genetic algorithm implementation written in Python. Modeled to find the optimized time for intelligent traffic lights and maximize the tr…☆10Jul 27, 2015Updated 10 years ago
- An awesome resource using the built-in ox_lib radialmenu!☆10Mar 29, 2026Updated 3 months ago
- Online Resource Repository: Datasets, Simulation Platforms, and Empirical Research on Emerging Mixed Traffic of Automated Vehicles and Hu…☆17Nov 29, 2023Updated 2 years ago
- Enhancing Multi-Agent System Coordination in Autonomous Electric Vehicles Using Large Language Models☆21Dec 13, 2023Updated 2 years ago
- An easy-to-use deployment framework that enables seamlessly running the same policy code in both simulation and on real robots.☆34Dec 25, 2025Updated 6 months ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- CoLight: Learning Network-level Cooperation for Traffic Signal Control☆218May 5, 2023Updated 3 years ago
- Turn OpenITS dataset to PostgreSQL and SUMO☆14Jul 12, 2023Updated 2 years ago
- Benchmark protocol for zero-shot driver behavior recognition on the Drive&Act dataset.☆17Jun 19, 2020Updated 6 years ago
- A source code for "VIGNet: A deep convolutional neural network for EEG-based driver vigilance estiamtion"☆12May 15, 2022Updated 4 years ago
- ☆13Mar 8, 2024Updated 2 years ago
- ☆14Jul 24, 2023Updated 2 years ago
- Python project for the paper "Adversarial Deep Reinforcement Learning for Improving the Robustness of Multi-agent Autonomous Driving Poli…☆13Feb 24, 2023Updated 3 years ago
- Implement Google Deep Minds DQN for multiple agents for a grid world environment where vehicles must pick up customers.☆29Mar 7, 2018Updated 8 years ago
- Predict traffic signal phase and timing in fixed and adaptively controlled environment using historical traffic data☆16Oct 27, 2017Updated 8 years 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.
- A printer for Fivem☆11May 24, 2024Updated 2 years ago
- Reinforcement Learning Practice for Multi and Single-Agent Autonomous vehicle☆12Dec 11, 2020Updated 5 years ago
- SUMO Pytorch Deep Reinforcement Learning Traffic Signal Control☆43Feb 18, 2022Updated 4 years ago
- Combination of RL and game theory for modeling human behavior☆11Aug 27, 2021Updated 4 years ago
- Enhancing autonomous driving with reinforcement learning for efficient and safe vehicle platooning. Optimizing traffic flow and fuel effi…☆12Feb 14, 2024Updated 2 years ago
- This is the repo for the submitted paper "Automated Lane Merging via Game Theory and Branch Model Predictive Control".☆15Aug 14, 2024Updated last year
- ☆16Feb 20, 2024Updated 2 years ago