This repository contains the code for the paper“iLLM-TSC: Integration reinforcement learning and large language model for traffic signal control policy improvement”
☆81Sep 7, 2026Updated 2 weeks ago
Alternatives and similar repositories for iLLM-TSC
Users that are interested in iLLM-TSC 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…☆106Updated this week
- ☆17Jan 19, 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
- Official code for article "LLMLight: Large Language Models as Traffic Signal Control Agents".☆292Aug 12, 2025Updated last year
- CoLLMLight: Cooperative Large Language Model Agents for Network-Wide Traffic Signal Control☆30Apr 23, 2026Updated 5 months 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.
- 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 study is to investigate the optimal control strategies at crosswalks using traffic signal controllers. A multi-agent reinforcement l…☆12Jan 3, 2023Updated 3 years ago
- TransSimHub is a lightweight Python library for simulating and controlling transportation systems.☆60Updated this week
- Official implementation of VLMLight☆42Updated this week
- Code for "Traffic Signal Cycle Control with Centralized Critic and Decentralized Actors under Varying Intervention Frequencies"☆14Jun 27, 2025Updated last year
- IPDALight for traffic signal control☆19Mar 18, 2024Updated 2 years ago
- ☆72Mar 7, 2020Updated 6 years ago
- Reinforcement Learning Benchmarks for Traffic Signal Control (RESCO)☆184Dec 11, 2025Updated 9 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.
- Multi-Agent Reinforcement Learning for Traffic Signal Control through Universal Communication Method☆39Mar 23, 2025Updated last year
- The code repo for paper "Multi-intersection Traffic Optimisation: ABenchmark Dataset and a Strong Baseline"☆11Mar 15, 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
- ☆21Oct 11, 2021Updated 4 years ago
- multi agent RL for traffic light control in Sumo using distributed PPO☆145Jun 6, 2023Updated 3 years ago
- ☆20Dec 30, 2023Updated 2 years ago
- multi-agent deep reinforcement learning for large-scale traffic signal control.☆425May 31, 2022Updated 4 years ago
- An Efficient and Realistic Traffic Simulator with Embedded Machine Learning Models☆26Dec 19, 2024Updated last year
- Cooperative Control of Traffic Signals and Connected Vehicles: A Multi-agent Deep Reinforcement Learning Approach☆24Jul 15, 2021Updated 5 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.
- A Spatio-Temporal Multi-Agent Reinforcement Learning algorithm for cooperative traffic signal control.☆20Feb 2, 2024Updated 2 years ago
- Inductive Graph Reinforcement Learning for Massive-Scale Traffic Signal Control☆67Oct 17, 2022Updated 3 years ago
- The source code of paper "Decentralized Neighbouring Information Fusion for Traffic Network Signal Control" and related baselines.☆23Apr 30, 2024Updated 2 years ago
- MetaLight: a value-based meta-reinforcement learning framework for traffic signal control☆45Jan 13, 2020Updated 6 years ago
- CAVSim: a traffic simulator for connected and automated vehicles (CAVs)☆50Mar 18, 2024Updated 2 years ago
- SUMO Pytorch Deep Reinforcement Learning Traffic Signal Control☆43Feb 18, 2022Updated 4 years ago
- Adds CityFlow to Gym☆33Nov 15, 2021Updated 4 years ago
- Optimize traffic flow at intersections with a Deep Q-Learning agent. Utilizes reinforcement learning to control traffic signals efficient…☆47May 2, 2026Updated 4 months ago
- ☆16Dec 13, 2022Updated 3 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.
- All you need to know about Reinforcement Learning for Traffic Signal Control. https://traffic-signal-control.github.io/☆200Feb 3, 2020Updated 6 years ago
- code for the accepted IEEE TITS paper: "Heuristic-based Multi-agent Deep Reinforcement Learning Approach for Coordinating Connected and A…☆37Jun 2, 2024Updated 2 years ago
- CoLight: Learning Network-level Cooperation for Traffic Signal Control☆222May 5, 2023Updated 3 years ago
- [KDD 2023] Real-time Large-scale Urban Traffic Simulator. Simulate 1,000,000 vehicles in 100,000 intersections in 1:1 time ratio!☆51May 30, 2025Updated last year
- Reinforcement Learning environments for Traffic Signal Control with SUMO. Compatible with Gymnasium, PettingZoo, and popular RL libraries…☆1,081Mar 8, 2026Updated 6 months ago
- Integrate AutoRL into DQN to implement a single traffic signal control system.☆16Nov 16, 2023Updated 2 years ago
- The dataset contains the vehicle trajectory data perceived by the roadside perception system deployed at the signalized intersections and…☆20Jan 12, 2024Updated 2 years ago