This repository contains the code for the paper "UniTSA: A Universal Reinforcement Learning Framework for V2X Traffic Signal Control".
☆42Nov 24, 2024Updated last year
Alternatives and similar repositories for Universal-Light
Users that are interested in Universal-Light are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code for "Traffic Signal Cycle Control with Centralized Critic and Decentralized Actors under Varying Intervention Frequencies"☆14Jun 27, 2025Updated last year
- This repository contains the code for the paper“iLLM-TSC: Integration reinforcement learning and large language model for traffic signal …☆81Sep 7, 2026Updated 2 weeks ago
- Multi-Agent Deep Reinforcement Learning for Large-Scale Traffic Signal Control☆25Sep 2, 2023Updated 3 years ago
- Official code for "Knowledge intensive state design for traffic signal control"☆31Feb 28, 2024Updated 2 years ago
- ☆20Dec 30, 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.
- Traffic Signal Control Using Lightweight Transformers: An Offline-to-Online RL Approach☆15May 10, 2024Updated 2 years ago
- Inductive Graph Reinforcement Learning for Massive-Scale Traffic Signal Control☆67Oct 17, 2022Updated 3 years ago
- SUMO Pytorch Deep Reinforcement Learning Traffic Signal Control☆43Feb 18, 2022Updated 4 years ago
- A smart traffic light control system using DQN reinforcement learning model, trained on simulated traffic data generated by SUMO and depl…☆10May 10, 2024Updated 2 years ago
- MLJ: Libsignal: an open library for traffic signal control☆200Sep 19, 2025Updated last year
- TransSimHub is a lightweight Python library for simulating and controlling transportation systems.☆60Aug 18, 2026Updated last month
- Cooperative control for traffic light signals and connected autonomous vehicles using deep reinforcement learning☆89Jul 22, 2023Updated 3 years ago
- code for "Data Might be Enough: Bridge Real-World Traffic Signal Control Using Offline Reinforcement Learning"☆11May 2, 2024Updated 2 years ago
- ☆17Jan 19, 2024Updated 2 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- CoLLMLight: Cooperative Large Language Model Agents for Network-Wide Traffic Signal Control☆30Apr 23, 2026Updated 4 months ago
- IPDALight for traffic signal control☆19Mar 18, 2024Updated 2 years ago
- This GitHub repo hosts an RL-based Traffic Light Control System (TLCS) for optimizing intersections. Employing Reinforcement Learning, it…☆14Nov 23, 2023Updated 2 years ago
- A curated list of Vehicle to X (V2X) resources (continually updated)☆29Dec 15, 2025Updated 9 months ago
- This repository contains the code for the paper "LLM-Assisted Light: Leveraging Large Language Model Capabilities for Human-Mimetic Traff…☆105Updated this week
- CoLight: Learning Network-level Cooperation for Traffic Signal Control☆222May 5, 2023Updated 3 years ago
- Integrate AutoRL into DQN to implement a single traffic signal control system.☆16Nov 16, 2023Updated 2 years ago
- Reinforcement Learning Benchmarks for Traffic Signal Control (RESCO)☆184Dec 11, 2025Updated 9 months 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
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- All you need to know about Reinforcement Learning for Traffic Signal Control. https://traffic-signal-control.github.io/☆200Feb 3, 2020Updated 6 years ago
- ☆72Mar 7, 2020Updated 6 years ago
- Using reinforcement learning and genetic algorithms to improve traffic flow and reduce vehicle waiting times in a single-lane two-way jun…☆28Feb 27, 2023Updated 3 years ago
- Online Resource Repository: Datasets, Simulation Platforms, and Empirical Research on Emerging Mixed Traffic of Automated Vehicles and Hu…☆18Nov 29, 2023Updated 2 years ago
- ☆16Feb 20, 2024Updated 2 years ago
- Reinforcement Learning environments for Traffic Signal Control with SUMO. Compatible with Gymnasium, PettingZoo, and popular RL libraries…☆1,079Mar 8, 2026Updated 6 months ago
- This project develops a Dynamic Traffic Light Management System (DTLMS) using SUMO and reinforcement learning to optimize traffic signals…☆18Nov 22, 2023Updated 2 years ago
- Official code for "Efficient Pressure: Improving efficiency for signalized intersections ".☆27Feb 28, 2024Updated 2 years ago
- SUMO adaptive traffic signal control - DQN, DDPG, Webster's, Max-pressure, Self-Organizing Traffic Lights☆337Mar 24, 2023Updated 3 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- multi-agent deep reinforcement learning for large-scale traffic signal control.☆425May 31, 2022Updated 4 years ago
- Official code for "Expression is enough: Improving traffic signal control with advanced traffic state representation ".☆52Feb 28, 2024Updated 2 years ago
- Environment friendly traffic signal control with deep reinforcement learning☆32Oct 12, 2023Updated 2 years ago
- ☆29Nov 1, 2024Updated last year
- Distributed Deep Reinforcement Learning Traffic Signal Control☆54Mar 10, 2019Updated 7 years ago
- Using RL-controlled vehicles as traffic regulator to reduce the travel time of emergency vehicles near intersections☆10Jan 27, 2022Updated 4 years ago
- ☆16Dec 13, 2022Updated 3 years ago