CoLLMLight: Cooperative Large Language Model Agents for Network-Wide Traffic Signal Control
☆22Mar 21, 2025Updated last year
Alternatives and similar repositories for CoLLMLight
Users that are interested in CoLLMLight are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- This repository contains the code for the paper "LLM-Assisted Light: Leveraging Large Language Model Capabilities for Human-Mimetic Traff…☆98Jul 10, 2025Updated 8 months ago
- Documentation:☆15May 2, 2025Updated 10 months ago
- Official code for article "LLMLight: Large Language Models as Traffic Signal Control Agents".☆276Aug 12, 2025Updated 7 months ago
- Official codes of KDD'24 paper "HiFGL: A Hierarchical Framework for Cross-silo Cross-device Federated Graph Learning"☆10Sep 4, 2024Updated last year
- Traffic Signal Control Using Lightweight Transformers: An Offline-to-Online RL Approach☆15May 10, 2024Updated last year
- ☆14Dec 14, 2025Updated 3 months ago
- This repository contains the code for the paper“iLLM-TSC: Integration reinforcement learning and large language model for traffic signal …☆71Apr 6, 2025Updated 11 months ago
- Official implementation of VLMLight☆29Jul 31, 2025Updated 7 months ago
- ☆12Apr 13, 2017Updated 8 years ago
- Code for "Traffic Signal Cycle Control with Centralized Critic and Decentralized Actors under Varying Intervention Frequencies"☆11Jun 27, 2025Updated 8 months ago
- Official code for "Efficient Pressure: Improving efficiency for signalized intersections ".☆27Feb 28, 2024Updated 2 years ago
- LLM survey☆14Apr 14, 2025Updated 11 months ago
- Project repository for Intelligent Transportation Systems course.☆17Jun 28, 2025Updated 8 months ago
- deep reinforcement learing SUMO☆45May 17, 2018Updated 7 years ago
- ☆29Dec 30, 2023Updated 2 years ago
- Setup an MCP server in 60 seconds.☆13Dec 12, 2024Updated last year
- ☆16Aug 5, 2019Updated 6 years ago
- An Efficient and Realistic Traffic Simulator with Embedded Machine Learning Models☆23Dec 19, 2024Updated last year
- A GTFS to MATSim converter, maintained by the Berlin team.☆16Nov 21, 2025Updated 4 months ago
- ☆25Jul 13, 2022Updated 3 years ago
- ☆17Jul 15, 2022Updated 3 years ago
- ☆20Apr 25, 2023Updated 2 years ago
- ☆25Sep 10, 2025Updated 6 months ago
- Cooperative control for traffic light signals and connected autonomous vehicles using deep reinforcement learning☆84Jul 22, 2023Updated 2 years ago
- ☆44May 8, 2024Updated last year
- ☆13Jan 14, 2022Updated 4 years ago
- Deep Reinforcement Learning for Traffic Lights Control using SUMO☆22Apr 18, 2019Updated 6 years ago
- 基于Jnetpcap的网络嗅探器（抓包程序）设计与实现☆12Apr 1, 2022Updated 3 years ago
- Projected GDP of China at pixel levels between 2014-2020☆28Mar 3, 2023Updated 3 years ago
- ☆15Apr 13, 2024Updated last year
- ☆15Dec 13, 2022Updated 3 years ago
- ☆16Jan 14, 2025Updated last year
- A platform that provides users with easy access to AI services developed by Montimage and usage of explainable AI techniques (e.g., LIME,…☆10Feb 17, 2026Updated last month
- 哈工大2021秋计算机网络☆13Mar 30, 2023Updated 2 years ago
- An evaluation framework for data center traffic engineering.☆14Jul 28, 2024Updated last year
- 本项目为中南财经政法大学统数学院“基于大语言模型的网络舆情态势感知研究——舆情评论的群体情绪与语义标签化分析”项目中期研究进展情况的部分程序文件☆22Jun 3, 2024Updated last year
- Decentralized reinforcement learning for city-scale traffic light control☆24Oct 18, 2022Updated 3 years ago
- City Metro Network Expansion with Reinforcement Learning☆13Feb 13, 2020Updated 6 years ago
- Survey on LLM Inference via Search (TMLR 2025)☆14May 6, 2025Updated 10 months ago