DaRL-LibSignal / PromptGAT
PromptGAT: Prompt learning for Sim2Real under reinforcement learning
☆23Updated last month
Related projects ⓘ
Alternatives and complementary repositories for PromptGAT
- TransformerLight: A Novel Sequence Modeling Based Traffic Signaling Mechanism via Gated Transformer (29th ACM SIGKDD)☆21Updated last year
- code for "Data Might be Enough: Bridge Real-World Traffic Signal Control Using Offline Reinforcement Learning"☆10Updated 6 months ago
- ☆37Updated 6 months ago
- MetaLight: a value-based meta-reinforcement learning framework for traffic signal control☆36Updated 4 years ago
- Inductive Graph Reinforcement Learning for Massive-Scale Traffic Signal Control☆56Updated 2 years ago
- ☆10Updated 10 months ago
- Open-TI: Open Traffic Intelligence with Augmented Language Model☆12Updated 4 months ago
- Traffic Signal Control Using Lightweight Transformers: An Offline-to-Online RL Approach (https://arxiv.org/abs/2312.07795)☆3Updated 3 months ago
- TransSimHub is a lightweight Python library for simulating and controlling transportation systems.☆19Updated last month
- Official code for "Expression is enough: Improving traffic signal control with advanced traffic state representation ".☆35Updated 8 months ago
- Multi-Agent Reinforcement Learning for Traffic Signal Control through Universal Communication Method☆34Updated last year
- The source code of paper "Decentralized Neighbouring Information Fusion for Traffic Network Signal Control" and related baselines.☆18Updated 6 months ago
- Adds CityFlow to Gym☆27Updated 2 years ago
- IPDALight for traffic signal control☆16Updated 7 months ago
- This repository contains the code for the paper "LLM-Assisted Light: Leveraging Large Language Model Capabilities for Human-Mimetic Traff…☆47Updated 7 months ago
- This repository contains the code for the paper "UniTSA: A Universal Reinforcement Learning Framework for V2X Traffic Signal Control".☆24Updated 4 months ago
- ☆56Updated 4 years ago
- ☆113Updated this week
- Reinforcement Learning Benchmarks for Traffic Signal Control (RESCO)☆119Updated 4 months ago
- Real-time Large-scale Urban Traffic Simulator. Simulate 1,000,000 vehicles in 100,000 intersections in 1:1 time ratio!☆36Updated last year
- deep reinforcement learing SUMO☆39Updated 6 years ago
- codes for paper 《Neighborhood Cooperative Multiagent Reinforcement Learning for Adaptive Traffic Signal Control in Epidemic Regions》☆10Updated 2 years ago
- TorchGRL is the source code for our paper Graph Convolution-Based Deep Reinforcement Learning for Multi-Agent Decision-Making in Mixed…☆79Updated 2 years ago
- ☆12Updated 4 years ago
- ☆13Updated 3 years ago
- An Efficient and Realistic Traffic Simulator with Embedded Machine Learning Models☆13Updated 7 months ago
- Python3 library able to connect the RLLIB framework with the SUMO simulator.☆27Updated 3 years ago
- A SUMO environment for differential varaible speed limits control☆41Updated 4 years ago
- ☆19Updated 3 years ago
- Official code for "Knowledge intensive state design for traffic signal control"☆21Updated 8 months ago