usail-hkust / CoLLMLightLinks
CoLLMLight: Cooperative Large Language Model Agents for Network-Wide Traffic Signal Control
☆22Updated 7 months ago
Alternatives and similar repositories for CoLLMLight
Users that are interested in CoLLMLight are comparing it to the libraries listed below
Sorting:
- Official code for article "LLMLight: Large Language Models as Traffic Signal Control Agents".☆251Updated 2 months ago
- AAAI'24: Prompt to Transfer: Sim-to-Real Transfer for Traffic Signal Control with Prompt Learning☆29Updated last year
- This repository contains the code for the paper "LLM-Assisted Light: Leveraging Large Language Model Capabilities for Human-Mimetic Traff…☆91Updated 3 months ago
- ☆12Updated 4 months ago
- TransformerLight: A Novel Sequence Modeling Based Traffic Signaling Mechanism via Gated Transformer (29th ACM SIGKDD)☆29Updated 2 years ago
- code for "Data Might be Enough: Bridge Real-World Traffic Signal Control Using Offline Reinforcement Learning"☆11Updated last year
- ☆172Updated 2 years ago
- Turn OpenITS dataset to PostgreSQL and SUMO☆13Updated 2 years ago
- TransSimHub is a lightweight Python library for simulating and controlling transportation systems.☆39Updated last month
- Real-time Large-scale Urban Traffic Simulator. Simulate 1,000,000 vehicles in 100,000 intersections in 1:1 time ratio!☆44Updated 4 months ago
- ☆13Updated last month
- Exploring the Roles of Large Language Models in Reshaping Transportation Systems: A Survey, Framework, and Roadmap☆57Updated 3 months ago
- Official code for "Efficient Pressure: Improving efficiency for signalized intersections ".☆22Updated last year
- The source code of paper "Decentralized Neighbouring Information Fusion for Traffic Network Signal Control" and related baselines.☆21Updated last year
- This repository contains the code for the paper "UniTSA: A Universal Reinforcement Learning Framework for V2X Traffic Signal Control".☆40Updated 11 months ago
- Source code of paper Combinatorial Optimization Meets Reinforcement Learning: Effective Taxi Order Dispatching at Large-Scale (TKDE 2022)…☆24Updated 3 years ago
- MLJ: Libsignal: an open library for traffic signal control☆150Updated last month
- ☆23Updated last year
- SUMO Pytorch Deep Reinforcement Learning Traffic Signal Control☆42Updated 3 years ago
- IJMLC: Open-TI: Open Traffic Intelligence with Augmented Language Model☆19Updated 2 months ago
- ☆14Updated last year
- This is a list of useful information about urban mobility prediction. Related papers, datasets and codes are included.☆21Updated 3 years ago
- ☆43Updated last year
- ☆17Updated last year
- ☆21Updated 4 years ago
- A Spatio-Temporal Multi-Agent Reinforcement Learning algorithm for cooperative traffic signal control.☆17Updated last year
- public code and data☆39Updated 3 years ago
- Inductive Graph Reinforcement Learning for Massive-Scale Traffic Signal Control☆64Updated 3 years ago
- LLMob is an intuitive framework that builds reasoning logic for LLMs in the context of personal activity trajectory generation.☆67Updated 4 months ago
- Multi-Agent Deep Reinforcement Learning for Large-Scale Traffic Signal Control☆20Updated 2 years ago