LiangZhang1996 / DataLight-old
code for "Data Might be Enough: Bridge Real-World Traffic Signal Control Using Offline Reinforcement Learning"
☆10Updated 9 months ago
Alternatives and similar repositories for DataLight-old:
Users that are interested in DataLight-old are comparing it to the libraries listed below
- The source code of paper "Decentralized Neighbouring Information Fusion for Traffic Network Signal Control" and related baselines.☆18Updated 9 months ago
- IPDALight for traffic signal control☆17Updated 11 months ago
- codes for paper 《Neighborhood Cooperative Multiagent Reinforcement Learning for Adaptive Traffic Signal Control in Epidemic Regions》☆12Updated 2 years ago
- Inductive Graph Reinforcement Learning for Massive-Scale Traffic Signal Control☆59Updated 2 years ago
- ☆14Updated 3 years ago
- This study is to investigate the optimal control strategies at crosswalks using traffic signal controllers. A multi-agent reinforcement l…☆11Updated 2 years ago
- TransformerLight: A Novel Sequence Modeling Based Traffic Signaling Mechanism via Gated Transformer (29th ACM SIGKDD)☆23Updated last year
- ☆39Updated 9 months ago
- ☆11Updated last year
- Official code for "Knowledge intensive state design for traffic signal control"☆21Updated 11 months ago
- Cooperative Control of Traffic Signals and Connected Vehicles: A Multi-agent Deep Reinforcement Learning Approach☆20Updated 3 years ago
- ☆19Updated 3 years ago
- Multi-Agent Reinforcement Learning for Traffic Signal Control through Universal Communication Method☆35Updated last year
- This is a multi agent reinforcement learning system using SUMO for large scale traffic light control☆28Updated 4 years ago
- PromptGAT: Prompt learning for Sim2Real under reinforcement learning☆24Updated 5 months ago
- ☆10Updated 2 years ago
- Official code for "Expression is enough: Improving traffic signal control with advanced traffic state representation ".☆36Updated 11 months ago
- ☆10Updated 2 years ago
- MetaLight: a value-based meta-reinforcement learning framework for traffic signal control☆37Updated 5 years ago
- Analysis of various traffic signal control techniques in SUMO☆15Updated 5 years ago
- Traffic Signal Control Using Lightweight Transformers: An Offline-to-Online RL Approach (https://arxiv.org/abs/2312.07795)☆4Updated 6 months ago
- Official code for "Efficient Pressure: Improving efficiency for signalized intersections ".☆16Updated 11 months ago
- This is a Machine Learning project made by myself, containing several algorithms from the Reinforcement Learning world (DQN, A2C, PPO) wi…☆17Updated 2 years ago
- Deep Reinforcement Learning for Traffic Lights Control using SUMO☆23Updated 5 years ago
- Using RL-controlled vehicles as traffic regulator to reduce the travel time of emergency vehicles near intersections☆11Updated 3 years ago
- A SUMO environment for differential varaible speed limits control☆43Updated 4 years ago
- Decentralized reinforcement learning for city-scale traffic light control☆21Updated 2 years ago
- Adaptive Traffic Signal Control of Autonomous Vehicles using Multi-Agent Reinforcement Learning techniques and SUMO tool for vehicular si…☆29Updated 2 years ago
- Improving coordinated (two intersections) transit signal priority on bus travel time and headway reliability with single agent reinforcem…☆13Updated 3 years ago
- This repository contains the code for the paper "UniTSA: A Universal Reinforcement Learning Framework for V2X Traffic Signal Control".☆29Updated 2 months ago