Inductive Graph Reinforcement Learning for Massive-Scale Traffic Signal Control
☆65Oct 17, 2022Updated 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:
- Cooperative control for traffic light signals and connected autonomous vehicles using deep reinforcement learning☆84Jul 22, 2023Updated 2 years ago
- IPDALight for traffic signal control☆19Mar 18, 2024Updated last year
- Multi-Agent Reinforcement Learning for Traffic Signal Control through Universal Communication Method☆39Mar 23, 2025Updated 11 months ago
- MLJ: Libsignal: an open library for traffic signal control☆173Sep 19, 2025Updated 5 months ago
- Cooperative Control of Traffic Signals and Connected Vehicles: A Multi-agent Deep Reinforcement Learning Approach☆24Jul 15, 2021Updated 4 years ago
- MetaLight: a value-based meta-reinforcement learning framework for traffic signal control☆44Jan 13, 2020Updated 6 years ago
- Multi-Agent Deep Reinforcement Learning for Large-Scale Traffic Signal Control☆24Sep 2, 2023Updated 2 years ago
- Official code for "Knowledge intensive state design for traffic signal control"☆30Feb 28, 2024Updated 2 years ago
- ☆44May 8, 2024Updated last year
- Reinforcement Learning Benchmarks for Traffic Signal Control (RESCO)☆163Dec 11, 2025Updated 2 months ago
- The source code of paper "Decentralized Neighbouring Information Fusion for Traffic Network Signal Control" and related baselines.☆21Apr 30, 2024Updated last year
- Distributed Deep Reinforcement Learning Traffic Signal Control☆54Mar 10, 2019Updated 6 years ago
- Official code for "Expression is enough: Improving traffic signal control with advanced traffic state representation ".☆48Feb 28, 2024Updated 2 years ago
- Multi & Single Agent Reinforcement Learning for Traffic Signal Control Problem☆130Sep 28, 2022Updated 3 years ago
- CoLight: Learning Network-level Cooperation for Traffic Signal Control☆201May 5, 2023Updated 2 years ago
- codes for paper 《Neighborhood Cooperative Multiagent Reinforcement Learning for Adaptive Traffic Signal Control in Epidemic Regions》☆14Apr 3, 2022Updated 3 years ago
- multi agent RL for traffic light control in Sumo using distributed PPO☆141Jun 6, 2023Updated 2 years ago
- All you need to know about Reinforcement Learning for Traffic Signal Control. https://traffic-signal-control.github.io/☆183Feb 3, 2020Updated 6 years ago
- multi-agent deep reinforcement learning for large-scale traffic signal control.☆408May 31, 2022Updated 3 years ago
- TorchGRL is the source code for our paper Graph Convolution-Based Deep Reinforcement Learning for Multi-Agent Decision-Making in Mixed…☆103Oct 22, 2022Updated 3 years ago
- Adaptive real-time traffic light signal control system using Deep Multi-Agent Reinforcement Learning☆69Nov 17, 2020Updated 5 years ago
- ☆14Sep 1, 2021Updated 4 years ago
- ☆12Aug 15, 2020Updated 5 years ago
- code for "Data Might be Enough: Bridge Real-World Traffic Signal Control Using Offline Reinforcement Learning"☆11May 2, 2024Updated last year
- This repository contains the code for the paper "UniTSA: A Universal Reinforcement Learning Framework for V2X Traffic Signal Control".☆42Nov 24, 2024Updated last year
- The source code for our paper: Graph Reinforcement Learning Application to Co-operative Decision-Making in Mixed Autonomy Traffic: Framew…☆80Feb 7, 2024Updated 2 years ago
- A Spatio-Temporal Multi-Agent Reinforcement Learning algorithm for cooperative traffic signal control.☆19Feb 2, 2024Updated 2 years ago
- Reinforcement Learning environments for Traffic Signal Control with SUMO. Compatible with Gymnasium, PettingZoo, and popular RL libraries…☆992Jan 30, 2026Updated last month
- Environment friendly traffic signal control with deep reinforcement learning☆32Oct 12, 2023Updated 2 years ago
- Analysis of various traffic signal control techniques in SUMO☆15Jun 4, 2019Updated 6 years ago
- ☆36Aug 8, 2024Updated last year
- ☆15Oct 26, 2020Updated 5 years ago
- A Deep Reinforcement Learning Network for Traffic Light Cycle Control☆51Mar 22, 2021Updated 4 years ago
- SUMO adaptive traffic signal control - DQN, DDPG, Webster's, Max-pressure, Self-Organizing Traffic Lights☆323Mar 24, 2023Updated 2 years ago
- ☆18Dec 30, 2023Updated 2 years ago
- TransformerLight: A Novel Sequence Modeling Based Traffic Signaling Mechanism via Gated Transformer (29th ACM SIGKDD)☆31Aug 28, 2023Updated 2 years ago
- [KDD 2023] Real-time Large-scale Urban Traffic Simulator. Simulate 1,000,000 vehicles in 100,000 intersections in 1:1 time ratio!☆50May 30, 2025Updated 9 months ago
- Code for "Traffic Signal Cycle Control with Centralized Critic and Decentralized Actors under Varying Intervention Frequencies"☆11Jun 27, 2025Updated 8 months ago
- IntelliLight: A Reinforcement Learning Approach for Intelligent Traffic Light Control☆217May 5, 2023Updated 2 years ago