DaRL-LibSignal / OpenTI
Open-TI: Open Traffic Intelligence with Augmented Language Model
☆17Updated last month
Alternatives and similar repositories for OpenTI:
Users that are interested in OpenTI are comparing it to the libraries listed below
- PromptGAT: Prompt learning for Sim2Real under reinforcement learning☆25Updated 6 months ago
- An Efficient and Realistic Traffic Simulator with Embedded Machine Learning Models☆14Updated 3 months ago
- TransSimHub is a lightweight Python library for simulating and controlling transportation systems.☆23Updated this week
- Empower Traffic Simulation via Foundation Model☆23Updated last year
- Real-time Large-scale Urban Traffic Simulator. Simulate 1,000,000 vehicles in 100,000 intersections in 1:1 time ratio!☆42Updated last year
- code for "Data Might be Enough: Bridge Real-World Traffic Signal Control Using Offline Reinforcement Learning"☆10Updated 11 months ago
- IntersectionZoo: Eco-driving for Benchmarking Multi-Agent Contextual Reinforcement Learning☆45Updated 2 months ago
- ☆14Updated 7 months ago
- ☆14Updated last year
- [IEEE T-ASE] [IROS 2022] Unified Automatic Control of Vehicular Systems With Reinforcement Learning☆36Updated last year
- Reinforcement Learning + traffic microsimulation (via SUMO). Uses Ray RLLIB and forces SUMO into the OpenAI Gym Framework☆52Updated last year
- MetaLight: a value-based meta-reinforcement learning framework for traffic signal control☆38Updated 5 years ago
- Heterogeneous Multi-agent Version of Highway-env☆15Updated last year
- OpenAI-gym like toolkit for developing and comparing reinforcement learning algorithms on SUMO.Updated this week
- ☆39Updated 10 months ago
- This repository contains the code for the paper“iLLM-TSC: Integration reinforcement learning and large language model for traffic signal …☆53Updated 4 months ago
- MOSS: MObility Simulation System☆24Updated this week
- This repository contains the code for the paper "LLM-Assisted Light: Leveraging Large Language Model Capabilities for Human-Mimetic Traff…☆62Updated last year
- Turn OpenITS dataset to PostgreSQL and SUMO☆12Updated last year
- ☆10Updated 2 years ago
- CoMAL: Collaboration Collaborative Multi-Agent Large Language Models for Mixed-Autonomy Traffic☆16Updated 2 months ago
- The dataset contains the vehicle trajectory data perceived by the roadside perception system deployed at the signalized intersections and…☆13Updated last year
- GMNS based traffic signal timing generation tool for multi-resolution modeling☆15Updated 2 years ago
- City Metro Network Expansion with Reinforcement Learning☆11Updated 5 years ago
- ☆22Updated last year
- This is the description of the comparisive car-following dataset for studying driving behaviours when following AVs vs. HVs.☆27Updated 5 months ago
- Inductive Graph Reinforcement Learning for Massive-Scale Traffic Signal Control☆60Updated 2 years ago
- Adds CityFlow to Gym☆27Updated 3 years ago
- A traffic simulation software based on SUMO that incorporates driver behavior.☆49Updated 5 years ago
- TransformerLight: A Novel Sequence Modeling Based Traffic Signaling Mechanism via Gated Transformer (29th ACM SIGKDD)☆26Updated last year