Official code for article "LLMLight: Large Language Models as Traffic Signal Control Agents".
☆294Aug 12, 2025Updated last year
Alternatives and similar repositories for LLMTSCS
Users that are interested in LLMTSCS 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…☆109Oct 15, 2026Updated 2 weeks ago
- CoLLMLight: Cooperative Large Language Model Agents for Network-Wide Traffic Signal Control☆33Oct 9, 2026Updated 3 weeks ago
- This repository contains the code for the paper“iLLM-TSC: Integration reinforcement learning and large language model for traffic signal …☆82Sep 7, 2026Updated last month
- Official code for "Efficient Pressure: Improving efficiency for signalized intersections ".☆27Feb 28, 2024Updated 2 years ago
- MLJ: Libsignal: an open library for traffic signal control☆202Sep 19, 2025Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆12Feb 19, 2024Updated 2 years ago
- AAAI'24: Prompt to Transfer: Sim-to-Real Transfer for Traffic Signal Control with Prompt Learning☆35Sep 12, 2024Updated 2 years ago
- Reinforcement Learning Benchmarks for Traffic Signal Control (RESCO)☆188Dec 11, 2025Updated 10 months ago
- Official code for article "DataLight: Offline Data-Driven Traffic Signal Control"☆11Sep 29, 2026Updated last month
- Official implementation of VLMLight☆43Sep 18, 2026Updated last month
- ☆17Jan 19, 2024Updated 2 years ago
- ☆34Aug 24, 2023Updated 3 years ago
- Official code for "Expression is enough: Improving traffic signal control with advanced traffic state representation ".☆53Feb 28, 2024Updated 2 years ago
- This repository contains the code for the paper "UniTSA: A Universal Reinforcement Learning Framework for V2X Traffic Signal Control".☆43Nov 24, 2024Updated last year
- 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.
- Traffic Signal Control Using Lightweight Transformers: An Offline-to-Online RL Approach☆15May 10, 2024Updated 2 years ago
- Official codes of KDD'24 paper "HiFGL: A Hierarchical Framework for Cross-silo Cross-device Federated Graph Learning"☆10Sep 4, 2024Updated 2 years ago
- ☆20Dec 30, 2023Updated 2 years ago
- [NeurIPS2025] Foundation Models for Scientific Discovery: From Paradigm Enhancement to Paradigm Transition☆36Oct 21, 2025Updated last year
- TransformerLight: A Novel Sequence Modeling Based Traffic Signaling Mechanism via Gated Transformer (29th ACM SIGKDD)☆30Aug 28, 2023Updated 3 years ago
- All you need to know about Reinforcement Learning for Traffic Signal Control. https://traffic-signal-control.github.io/☆202Feb 3, 2020Updated 6 years ago
- The code for USTBench.☆26Mar 29, 2026Updated 7 months ago
- The code for TrafficClaw.☆14Jun 8, 2026Updated 4 months ago
- An Awesome Collection of Urban Foundation Models (UFMs).☆230Apr 7, 2026Updated 6 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.
- Agent-Omit: Training Efficient LLM Agents for Adaptive Thought and Observation Omission via Reinforcement Learning☆36May 11, 2026Updated 5 months ago
- An Efficient and Realistic Traffic Simulator with Embedded Machine Learning Models☆26Dec 19, 2024Updated last year
- ☆72Mar 7, 2020Updated 6 years ago
- Bag of Tricks: Benchmarking of Jailbreak Attacks on LLMs. Empirical tricks for LLM Jailbreaking. (NeurIPS 2024)☆168Nov 30, 2024Updated last year
- A Spatio-Temporal Multi-Agent Reinforcement Learning algorithm for cooperative traffic signal control.☆20Feb 2, 2024Updated 2 years ago
- ☆22Oct 11, 2021Updated 5 years ago
- SUMO Pytorch Deep Reinforcement Learning Traffic Signal Control☆43Feb 18, 2022Updated 4 years ago
- Cooperative control for traffic light signals and connected autonomous vehicles using deep reinforcement learning☆89Jul 22, 2023Updated 3 years ago
- Official code for "DiffLight: A Partial Rewards Conditioned Diffusion Model for Traffic Signal Control with Missing Data".☆31Oct 31, 2024Updated last year
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Official code for "Knowledge intensive state design for traffic signal control"☆31Feb 28, 2024Updated 2 years ago
- ☆49May 8, 2024Updated 2 years ago
- ☆20Apr 25, 2023Updated 3 years ago
- Reinforcement Learning environments for Traffic Signal Control with SUMO. Compatible with Gymnasium, PettingZoo, and popular RL libraries…☆1,098Mar 8, 2026Updated 7 months ago
- UUKG: Unified Urban Knowledge Graph Dataset for Knowledge-Enhanced Urban Spatiotemporal Prediction☆119Apr 29, 2025Updated last year
- ☆12Jul 5, 2023Updated 3 years ago
- TransSimHub is a lightweight Python library for simulating and controlling transportation systems.☆61Sep 21, 2026Updated last month