This repository contains the code for the paper "LLM-Assisted Light: Leveraging Large Language Model Capabilities for Human-Mimetic Traffic Signal Control in Complex Urban Environments".
☆97Jul 10, 2025Updated 10 months ago
Alternatives and similar repositories for LLM-Assisted-Light
Users that are interested in LLM-Assisted-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:
- Official code for article "LLMLight: Large Language Models as Traffic Signal Control Agents".☆281Aug 12, 2025Updated 9 months ago
- ☆16Jan 19, 2024Updated 2 years ago
- Official implementation of VLMLight☆34Mar 31, 2026Updated last month
- This repository contains the code for the paper“iLLM-TSC: Integration reinforcement learning and large language model for traffic signal …☆76Apr 6, 2025Updated last year
- CoLLMLight: Cooperative Large Language Model Agents for Network-Wide Traffic Signal Control☆24Apr 23, 2026Updated last month
- 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
- Official code for "Knowledge intensive state design for traffic signal control"☆30Feb 28, 2024Updated 2 years ago
- Cooperative control for traffic light signals and connected autonomous vehicles using deep reinforcement learning☆87Jul 22, 2023Updated 2 years ago
- Environment friendly traffic signal control with deep reinforcement learning☆32Oct 12, 2023Updated 2 years ago
- AAAI'24: Prompt to Transfer: Sim-to-Real Transfer for Traffic Signal Control with Prompt Learning☆33Sep 12, 2024Updated last year
- ☆25Jul 13, 2022Updated 3 years 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
- SUMO Pytorch Deep Reinforcement Learning Traffic Signal Control☆43Feb 18, 2022Updated 4 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
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- multi agent RL for traffic light control in Sumo using distributed PPO☆145Jun 6, 2023Updated 2 years ago
- IPDALight for traffic signal control☆19Mar 18, 2024Updated 2 years ago
- MLJ: Libsignal: an open library for traffic signal control☆187Sep 19, 2025Updated 8 months ago
- Integrate AutoRL into DQN to implement a single traffic signal control system.☆16Nov 16, 2023Updated 2 years ago
- CoMAL: Collaboration Collaborative Multi-Agent Large Language Models for Mixed-Autonomy Traffic☆29Jan 14, 2025Updated last year
- ☆19Dec 30, 2023Updated 2 years ago
- Reinforcement Learning environments for Traffic Signal Control with SUMO. Compatible with Gymnasium, PettingZoo, and popular RL libraries…☆1,042Mar 8, 2026Updated 2 months ago
- TransSimHub is a lightweight Python library for simulating and controlling transportation systems.☆57Apr 21, 2026Updated last month
- ☆12Aug 15, 2020Updated 5 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.
- Investigating Q-Learning and DQN variants for Traffic Signal Control problem☆29Jul 10, 2022Updated 3 years ago
- Reinforcement Learning Benchmarks for Traffic Signal Control (RESCO)☆171Dec 11, 2025Updated 5 months ago
- ☆15Dec 13, 2022Updated 3 years ago
- ☆43Feb 12, 2020Updated 6 years ago
- CoLight: Learning Network-level Cooperation for Traffic Signal Control☆213May 5, 2023Updated 3 years ago
- Multi-Agent Reinforcement Learning for Traffic Signal Control through Universal Communication Method☆39Mar 23, 2025Updated last year
- 交叉口信号配时参数计算器☆16May 22, 2022Updated 4 years ago
- ☆178Sep 17, 2023Updated 2 years ago
- ☆69Mar 7, 2020Updated 6 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- multi-agent deep reinforcement learning for large-scale traffic signal control.☆423May 31, 2022Updated 3 years ago
- Multi-Agent Deep Reinforcement Learning for Large-Scale Traffic Signal Control☆24Sep 2, 2023Updated 2 years ago
- ☆12Mar 29, 2023Updated 3 years ago
- The code repo for paper "Multi-intersection Traffic Optimisation: ABenchmark Dataset and a Strong Baseline"☆11Mar 15, 2022Updated 4 years 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
- Inductive Graph Reinforcement Learning for Massive-Scale Traffic Signal Control☆65Oct 17, 2022Updated 3 years ago
- Documentation:☆18May 2, 2025Updated last year