usail-hkust / LLMTSCSLinks
Official code for article "LLMLight: Large Language Models as Traffic Signal Control Agents".
☆246Updated 2 months ago
Alternatives and similar repositories for LLMTSCS
Users that are interested in LLMTSCS are comparing it to the libraries listed below
Sorting:
- This repository contains the code for the paper "LLM-Assisted Light: Leveraging Large Language Model Capabilities for Human-Mimetic Traff…☆88Updated 3 months ago
- ☆170Updated 2 years ago
- AAAI'24: Prompt to Transfer: Sim-to-Real Transfer for Traffic Signal Control with Prompt Learning☆29Updated last year
- Turn OpenITS dataset to PostgreSQL and SUMO☆13Updated 2 years ago
- CoLLMLight: Cooperative Large Language Model Agents for Network-Wide Traffic Signal Control☆20Updated 6 months ago
- Exploring the Roles of Large Language Models in Reshaping Transportation Systems: A Survey, Framework, and Roadmap☆54Updated 2 months ago
- TransformerLight: A Novel Sequence Modeling Based Traffic Signaling Mechanism via Gated Transformer (29th ACM SIGKDD)☆28Updated 2 years ago
- MLJ: Libsignal: an open library for traffic signal control☆148Updated 3 weeks ago
- Real-time Large-scale Urban Traffic Simulator. Simulate 1,000,000 vehicles in 100,000 intersections in 1:1 time ratio!☆43Updated 4 months ago
- LLMob is an intuitive framework that builds reasoning logic for LLMs in the context of personal activity trajectory generation.☆67Updated 4 months ago
- TransSimHub is a lightweight Python library for simulating and controlling transportation systems.☆35Updated last month
- This repository contains the code for the paper "UniTSA: A Universal Reinforcement Learning Framework for V2X Traffic Signal Control".☆40Updated 10 months ago
- ☆22Updated last year
- code for "Data Might be Enough: Bridge Real-World Traffic Signal Control Using Offline Reinforcement Learning"☆11Updated last year
- ☆13Updated last year
- Official code for "Expression is enough: Improving traffic signal control with advanced traffic state representation ".☆44Updated last year
- The source code of paper "Decentralized Neighbouring Information Fusion for Traffic Network Signal Control" and related baselines.☆21Updated last year
- IJMLC: Open-TI: Open Traffic Intelligence with Augmented Language Model☆19Updated 2 months ago
- ☆21Updated 4 years ago
- This repository contains the code for the paper“iLLM-TSC: Integration reinforcement learning and large language model for traffic signal …☆65Updated 6 months ago
- SUMO Pytorch Deep Reinforcement Learning Traffic Signal Control☆41Updated 3 years ago
- Source code of paper Combinatorial Optimization Meets Reinforcement Learning: Effective Taxi Order Dispatching at Large-Scale (TKDE 2022)…☆24Updated 3 years ago
- ☆17Updated last year
- ☆43Updated last year
- public code and data☆38Updated 2 years ago
- A variable speed limit control algorithm designed with the Soft Actor-Critic reinforcement learning.☆16Updated 2 years ago
- Official code for "DiffLight: A Partial Rewards Conditioned Diffusion Model for Traffic Signal Control with Missing Data".☆22Updated 11 months ago
- ☆17Updated last year
- code for DyPS: Dynamic Parameter Sharing in Multi-Agent Reinforcement Learning for Spatio-Temporal Resource Allocation☆26Updated 11 months ago
- ☆14Updated 2 years ago