IPDALight for traffic signal control
☆19Mar 18, 2024Updated last year
Alternatives and similar repositories for IPDALight
Users that are interested in IPDALight are comparing it to the libraries listed below
Sorting:
- Official code for "Knowledge intensive state design for traffic signal control"☆30Feb 28, 2024Updated 2 years ago
- code for "Data Might be Enough: Bridge Real-World Traffic Signal Control Using Offline Reinforcement Learning"☆11May 2, 2024Updated last year
- Official code for "Expression is enough: Improving traffic signal control with advanced traffic state representation ".☆48Feb 28, 2024Updated 2 years ago
- Inductive Graph Reinforcement Learning for Massive-Scale Traffic Signal Control☆65Oct 17, 2022Updated 3 years ago
- ☆21Oct 11, 2021Updated 4 years ago
- ☆12Aug 15, 2020Updated 5 years ago
- ☆44May 8, 2024Updated last year
- Cooperative Control of Traffic Signals and Connected Vehicles: A Multi-agent Deep Reinforcement Learning Approach☆24Jul 15, 2021Updated 4 years ago
- ☆13Jan 5, 2021Updated 5 years ago
- MetaLight: a value-based meta-reinforcement learning framework for traffic signal control☆44Jan 13, 2020Updated 6 years ago
- ☆26Apr 24, 2020Updated 5 years ago
- Reinforcement Learning Benchmarks for Traffic Signal Control (RESCO)☆163Dec 11, 2025Updated 2 months ago
- Adaptive real-time traffic light signal control system using Deep Multi-Agent Reinforcement Learning☆69Nov 17, 2020Updated 5 years ago
- CoLight: Learning Network-level Cooperation for Traffic Signal Control☆201May 5, 2023Updated 2 years ago
- ☆27Dec 7, 2019Updated 6 years ago
- Environment friendly traffic signal control with deep reinforcement learning☆32Oct 12, 2023Updated 2 years ago
- IntelliLight: A Reinforcement Learning Approach for Intelligent Traffic Light Control☆217May 5, 2023Updated 2 years ago
- Multi & Single Agent Reinforcement Learning for Traffic Signal Control Problem☆130Sep 28, 2022Updated 3 years ago
- Cooperative control for traffic light signals and connected autonomous vehicles using deep reinforcement learning☆84Jul 22, 2023Updated 2 years ago
- This repository contains the code for the paper "UniTSA: A Universal Reinforcement Learning Framework for V2X Traffic Signal Control".☆42Nov 24, 2024Updated last year
- Distributed Deep Reinforcement Learning Traffic Signal Control☆54Mar 10, 2019Updated 6 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
- The source code of paper "Decentralized Neighbouring Information Fusion for Traffic Network Signal Control" and related baselines.☆21Apr 30, 2024Updated last year
- Multi-Agent Reinforcement Learning for Traffic Signal Control through Universal Communication Method☆39Mar 23, 2025Updated 11 months ago
- SUMO adaptive traffic signal control - DQN, DDPG, Webster's, Max-pressure, Self-Organizing Traffic Lights☆323Mar 24, 2023Updated 2 years ago
- Multi-Agent Deep Reinforcement Learning for Large-Scale Traffic Signal Control☆24Sep 2, 2023Updated 2 years ago
- ☆25Jul 13, 2022Updated 3 years ago
- ☆68Mar 7, 2020Updated 5 years ago
- Traffic Signal Control Competition☆39Apr 17, 2019Updated 6 years ago
- MLJ: Libsignal: an open library for traffic signal control☆173Sep 19, 2025Updated 5 months ago
- Online Resource Repository: Datasets, Simulation Platforms, and Empirical Research on Emerging Mixed Traffic of Automated Vehicles and Hu…☆16Nov 29, 2023Updated 2 years ago
- Using RL-controlled vehicles as traffic regulator to reduce the travel time of emergency vehicles near intersections☆11Jan 27, 2022Updated 4 years ago
- multi agent RL for traffic light control in Sumo using distributed PPO☆141Jun 6, 2023Updated 2 years ago
- ☆29Nov 1, 2024Updated last year
- AAAI'24: Prompt to Transfer: Sim-to-Real Transfer for Traffic Signal Control with Prompt Learning☆30Sep 12, 2024Updated last year
- Optimize traffic flow at intersections with a Deep Q-Learning agent. Utilizes reinforcement learning to control traffic signals efficient…☆38May 16, 2024Updated last year
- Improving coordinated (two intersections) transit signal priority on bus travel time and headway reliability with single agent reinforcem…☆14Oct 2, 2021Updated 4 years ago
- This study is to investigate the optimal control strategies at crosswalks using traffic signal controllers. A multi-agent reinforcement l…☆12Jan 3, 2023Updated 3 years ago
- Traffic Signal Control Using Lightweight Transformers: An Offline-to-Online RL Approach☆15May 10, 2024Updated last year