FXDevailly / IG-RLLinks
Inductive Graph Reinforcement Learning for Massive-Scale Traffic Signal Control
☆66Updated 3 years ago
Alternatives and similar repositories for IG-RL
Users that are interested in IG-RL are comparing it to the libraries listed below
Sorting:
- Multi-Agent Reinforcement Learning for Traffic Signal Control through Universal Communication Method☆39Updated 9 months ago
- ☆43Updated last year
- codes for paper 《Neighborhood Cooperative Multiagent Reinforcement Learning for Adaptive Traffic Signal Control in Epidemic Regions》☆14Updated 3 years ago
- Official code for "Expression is enough: Improving traffic signal control with advanced traffic state representation ".☆48Updated last year
- IPDALight for traffic signal control☆19Updated last year
- MLJ: Libsignal: an open library for traffic signal control☆163Updated 3 months ago
- Official code for "Knowledge intensive state design for traffic signal control"☆27Updated last year
- Cooperative Control of Traffic Signals and Connected Vehicles: A Multi-agent Deep Reinforcement Learning Approach☆23Updated 4 years ago
- The source code of paper "Decentralized Neighbouring Information Fusion for Traffic Network Signal Control" and related baselines.☆22Updated last year
- MetaLight: a value-based meta-reinforcement learning framework for traffic signal control☆42Updated 5 years ago
- Cooperative control for traffic light signals and connected autonomous vehicles using deep reinforcement learning☆84Updated 2 years ago
- ☆18Updated last year
- This repository contains the code for the paper "UniTSA: A Universal Reinforcement Learning Framework for V2X Traffic Signal Control".☆43Updated last year
- Adaptive real-time traffic light signal control system using Deep Multi-Agent Reinforcement Learning☆69Updated 5 years ago
- This is a multi agent reinforcement learning system using SUMO for large scale traffic light control☆30Updated 5 years ago
- TorchGRL is the source code for our paper Graph Convolution-Based Deep Reinforcement Learning for Multi-Agent Decision-Making in Mixed…☆102Updated 3 years ago
- ☆14Updated 4 years ago
- Adaptive Traffic Signal Control of Autonomous Vehicles using Multi-Agent Reinforcement Learning techniques and SUMO tool for vehicular si…☆37Updated 3 years ago
- TransformerLight: A Novel Sequence Modeling Based Traffic Signaling Mechanism via Gated Transformer (29th ACM SIGKDD)☆30Updated 2 years ago
- Reinforcement Learning Benchmarks for Traffic Signal Control (RESCO)☆161Updated 2 weeks ago
- ☆66Updated 5 years ago
- The source code for our paper: Graph Reinforcement Learning Application to Co-operative Decision-Making in Mixed Autonomy Traffic: Framew…☆80Updated last year
- Environment friendly traffic signal control with deep reinforcement learning☆33Updated 2 years ago
- SUMO Pytorch Deep Reinforcement Learning Traffic Signal Control☆44Updated 3 years ago
- ☆21Updated 4 years ago
- multi agent RL for traffic light control in Sumo using distributed PPO☆141Updated 2 years ago
- Simulation of Urban Mobility (SUMO) for Multi-Agent Reinforcement Learning☆21Updated 3 years ago
- Deep Reinforcement Learning for Traffic Lights Control using SUMO☆23Updated 6 years ago
- This project develops a Dynamic Traffic Light Management System (DTLMS) using SUMO and reinforcement learning to optimize traffic signals…☆17Updated 2 years ago
- ☆69Updated last year