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".
☆107Sep 18, 2026Updated 3 weeks 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 implementation of VLMLight☆42Sep 18, 2026Updated 3 weeks ago
- This repository contains the code for the paper“iLLM-TSC: Integration reinforcement learning and large language model for traffic signal …☆81Sep 7, 2026Updated last month
- Official code for article "LLMLight: Large Language Models as Traffic Signal Control Agents".☆293Aug 12, 2025Updated last year
- A curated list of Vehicle to X (V2X) resources (continually updated)☆29Dec 15, 2025Updated 9 months ago
- ☆17Jan 19, 2024Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- AAAI'24: Prompt to Transfer: Sim-to-Real Transfer for Traffic Signal Control with Prompt Learning☆34Sep 12, 2024Updated 2 years ago
- Traffic Signal Control Using Lightweight Transformers: An Offline-to-Online RL Approach☆15May 10, 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
- Cooperative control for traffic light signals and connected autonomous vehicles using deep reinforcement learning☆89Jul 22, 2023Updated 3 years ago
- CoLLMLight: Cooperative Large Language Model Agents for Network-Wide Traffic Signal Control☆32Apr 23, 2026Updated 5 months ago
- ☆15Dec 14, 2025Updated 9 months ago
- multi agent RL for traffic light control in Sumo using distributed PPO☆145Jun 6, 2023Updated 3 years ago
- MLJ: Libsignal: an open library for traffic signal control☆201Sep 19, 2025Updated last year
- Reinforcement Learning environments for Traffic Signal Control with SUMO. Compatible with Gymnasium, PettingZoo, and popular RL libraries…☆1,092Mar 8, 2026Updated 7 months 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.
- IPDALight for traffic signal control☆19Mar 18, 2024Updated 2 years ago
- Reinforcement Learning Benchmarks for Traffic Signal Control (RESCO)☆186Dec 11, 2025Updated 10 months ago
- Official code for "Knowledge intensive state design for traffic signal control"☆31Feb 28, 2024Updated 2 years ago
- Environment friendly traffic signal control with deep reinforcement learning☆32Oct 12, 2023Updated 3 years ago
- Code for "Traffic Signal Cycle Control with Centralized Critic and Decentralized Actors under Varying Intervention Frequencies"☆14Jun 27, 2025Updated last year
- multi-agent deep reinforcement learning for large-scale traffic signal control.☆427May 31, 2022Updated 4 years ago
- ☆25Jul 13, 2022Updated 4 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
- 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.
- Joint Pedestrian and Vehicle Traffic Optimization in Urban Environments using Reinforcement Learning☆17Sep 23, 2025Updated last year
- Integrate AutoRL into DQN to implement a single traffic signal control system.☆16Nov 16, 2023Updated 2 years ago
- CoLight: Learning Network-level Cooperation for Traffic Signal Control☆223May 5, 2023Updated 3 years ago
- ☆20Dec 30, 2023Updated 2 years ago
- ☆179Sep 17, 2023Updated 3 years ago
- The code used to generate and evaluate SUMO scenarios for measuring the safety and efficiency of low penetration rates of connected auton…☆15May 12, 2021Updated 5 years ago
- Investigating Q-Learning and DQN variants for Traffic Signal Control problem☆30Jul 10, 2022Updated 4 years ago
- ☆12Aug 15, 2020Updated 6 years ago
- Adaptive traffic signal control using deep reinforcement learning built using SUMO