DaRL-LibSignal / OpenTI
Open-TI: Open Traffic Intelligence with Augmented Language Model
☆18Updated 2 months ago
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☆26Updated 7 months ago
- Empower Traffic Simulation via Foundation Model☆23Updated last year
- An Efficient and Realistic Traffic Simulator with Embedded Machine Learning Models☆16Updated 4 months ago
- TransSimHub is a lightweight Python library for simulating and controlling transportation systems.☆25Updated this week
- 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
- ☆14Updated 8 months ago
- [IEEE T-ASE] [IROS 2022] Unified Automatic Control of Vehicular Systems With Reinforcement Learning☆38Updated last year
- ☆15Updated last year
- IntersectionZoo: Eco-driving for Benchmarking Multi-Agent Contextual Reinforcement Learning☆45Updated 3 months ago
- This repository contains the code for the paper "LLM-Assisted Light: Leveraging Large Language Model Capabilities for Human-Mimetic Traff…☆67Updated last year
- Official code for "Interaction Modeling with Multiplex Attention" (NeurIPS 2022)☆36Updated last year
- Exploring the Roles of Large Language Models in Reshaping Transportation Systems: A Survey, Framework, and Roadmap☆17Updated 2 weeks ago
- ☆22Updated 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☆16Updated last year
- This repository contains the code for the paper“iLLM-TSC: Integration reinforcement learning and large language model for traffic signal …☆56Updated 2 weeks ago
- Multi Agent Traffic Scenario Gym: A scenario-based training and evaluation framework for CARLA.☆35Updated 9 months ago
- Reinforcement Learning + traffic microsimulation (via SUMO). Uses Ray RLLIB and forces SUMO into the OpenAI Gym Framework☆52Updated last year
- Literature and code for inverse reinforcement leanring research☆28Updated 5 years ago
- ☆39Updated 11 months ago
- Turn OpenITS dataset to PostgreSQL and SUMO☆12Updated last year
- Traffic Signal Control Using Lightweight Transformers: An Offline-to-Online RL Approach (https://arxiv.org/abs/2312.07795)☆4Updated 8 months ago
- CoMAL: Collaboration Collaborative Multi-Agent Large Language Models for Mixed-Autonomy Traffic☆17Updated 3 months ago
- TransformerLight: A Novel Sequence Modeling Based Traffic Signaling Mechanism via Gated Transformer (29th ACM SIGKDD)☆26Updated last year
- The dataset contains the vehicle trajectory data perceived by the roadside perception system deployed at the signalized intersections and…☆13Updated last year
- Scalable Bayesian Inverse Reinforcement Learning (ICLR 2021) by Alex J. Chan and Mihaela van der Schaar.☆45Updated 4 years ago
- ☆13Updated last year
- A large-scale simulation-based dynamic traffic assignment model of Melbourne☆9Updated 6 years ago
- City Metro Network Expansion with Reinforcement Learning☆11Updated 5 years ago