usail-hkust / LLMTSCSLinks
Official code for article "LLMLight: Large Language Models as Traffic Signal Control Agents".
☆255Updated 3 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…☆92Updated 4 months ago
- ☆172Updated 2 years ago
- AAAI'24: Prompt to Transfer: Sim-to-Real Transfer for Traffic Signal Control with Prompt Learning☆29Updated last year
- CoLLMLight: Cooperative Large Language Model Agents for Network-Wide Traffic Signal Control☆21Updated 8 months ago
- Turn OpenITS dataset to PostgreSQL and SUMO☆13Updated 2 years ago
- Exploring the Roles of Large Language Models in Reshaping Transportation Systems: A Survey, Framework, and Roadmap☆60Updated 4 months ago
- TransformerLight: A Novel Sequence Modeling Based Traffic Signaling Mechanism via Gated Transformer (29th ACM SIGKDD)☆30Updated 2 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!☆46Updated 5 months ago
- MLJ: Libsignal: an open library for traffic signal control☆155Updated 2 months ago
- LLMob is an intuitive framework that builds reasoning logic for LLMs in the context of personal activity trajectory generation.☆71Updated 5 months ago
- TransSimHub is a lightweight Python library for simulating and controlling transportation systems.☆39Updated 2 months ago
- Official code for "Expression is enough: Improving traffic signal control with advanced traffic state representation ".☆47Updated last year
- ☆26Updated last year
- ☆19Updated last year
- ☆13Updated 5 months ago
- LLM-based agent for human travel behavior (day-to-day route choice) simulation.☆15Updated last week
- code for "Data Might be Enough: Bridge Real-World Traffic Signal Control Using Offline Reinforcement Learning"☆11Updated last year
- ☆14Updated last year
- Official code for "DiffLight: A Partial Rewards Conditioned Diffusion Model for Traffic Signal Control with Missing Data".☆23Updated last year
- Source code of paper Combinatorial Optimization Meets Reinforcement Learning: Effective Taxi Order Dispatching at Large-Scale (TKDE 2022)…☆25Updated 3 years ago
- This repository contains the code for the paper "UniTSA: A Universal Reinforcement Learning Framework for V2X Traffic Signal Control".☆41Updated 11 months ago
- This repository contains the code for the paper“iLLM-TSC: Integration reinforcement learning and large language model for traffic signal …☆67Updated 7 months ago
- IJMLC: Open-TI: Open Traffic Intelligence with Augmented Language Model☆19Updated 3 months ago
- ☆21Updated 4 years ago
- code for DyPS: Dynamic Parameter Sharing in Multi-Agent Reinforcement Learning for Spatio-Temporal Resource Allocation☆28Updated last year
- The source code of paper "Decentralized Neighbouring Information Fusion for Traffic Network Signal Control" and related baselines.☆21Updated last year
- public code and data☆39Updated 3 years ago
- ☆18Updated last year
- ☆43Updated last year
- ☆11Updated 11 months ago