caradryanl / CityBrainLabLinks
Real-time Large-scale Urban Traffic Simulator. Simulate 1,000,000 vehicles in 100,000 intersections in 1:1 time ratio!
☆42Updated last week
Alternatives and similar repositories for CityBrainLab
Users that are interested in CityBrainLab are comparing it to the libraries listed below
Sorting:
- PromptGAT: Prompt learning for Sim2Real under reinforcement learning☆26Updated 8 months ago
- ☆23Updated 3 years ago
- TransformerLight: A Novel Sequence Modeling Based Traffic Signaling Mechanism via Gated Transformer (29th ACM SIGKDD)☆26Updated last year
- ☆12Updated 2 years ago
- ☆133Updated 7 months ago
- Source code of paper Combinatorial Optimization Meets Reinforcement Learning: Effective Taxi Order Dispatching at Large-Scale (TKDE 2022)…☆22Updated 3 years ago
- code for "Data Might be Enough: Bridge Real-World Traffic Signal Control Using Offline Reinforcement Learning"☆11Updated last year
- public code and data☆36Updated 2 years ago
- ☆39Updated last year
- Exploring the Roles of Large Language Models in Reshaping Transportation Systems: A Survey, Framework, and Roadmap☆21Updated last month
- Context-Aware Taxi Dispatching at City-Scale Using Deep Reinforcement Learning☆65Updated last year
- Inductive Graph Reinforcement Learning for Massive-Scale Traffic Signal Control☆62Updated 2 years ago
- TransSimHub is a lightweight Python library for simulating and controlling transportation systems.☆26Updated last week
- A large-scale simulation-based dynamic traffic assignment model of Melbourne☆9Updated 6 years ago
- An Efficient and Realistic Traffic Simulator with Embedded Machine Learning Models☆16Updated 5 months ago
- Empower Traffic Simulation via Foundation Model☆23Updated last year
- Multi-Agent Reinforcement Learning for Traffic Signal Control through Universal Communication Method☆37Updated 2 months ago
- This is the official implementation of "Optimizing Large-Scale Fleet Management on a Road Network using Multi-Agent Deep Reinforcement Le…☆33Updated 3 years ago
- ☆16Updated last year
- ☆60Updated 5 years ago
- ☆76Updated 3 years ago
- ☆15Updated 9 months ago
- This repository contains the code for the paper "LLM-Assisted Light: Leveraging Large Language Model Capabilities for Human-Mimetic Traff…☆71Updated last year
- Open-TI: Open Traffic Intelligence with Augmented Language Model☆18Updated last month
- Official code for "Expression is enough: Improving traffic signal control with advanced traffic state representation ".☆42Updated last year
- This repository contains the code for the paper "UniTSA: A Universal Reinforcement Learning Framework for V2X Traffic Signal Control".☆35Updated 6 months ago
- Code for tasks on Cainiao-LaDe (Last-mile Delivery dataset).☆64Updated 6 months ago
- MetaLight: a value-based meta-reinforcement learning framework for traffic signal control☆39Updated 5 years ago
- ☆11Updated last year
- Effcient Ridesharing Dispatch Using Multi-Agent Reinforcement Learning☆49Updated 5 years ago