MLJ: Libsignal: an open library for traffic signal control
☆178Sep 19, 2025Updated 6 months ago
Alternatives and similar repositories for LibSignal
Users that are interested in LibSignal are comparing it to the libraries listed below
Sorting:
- Reinforcement Learning Benchmarks for Traffic Signal Control (RESCO)☆165Dec 11, 2025Updated 3 months ago
- Inductive Graph Reinforcement Learning for Massive-Scale Traffic Signal Control☆65Oct 17, 2022Updated 3 years ago
- Official code for "Knowledge intensive state design for traffic signal control"☆30Feb 28, 2024Updated 2 years ago
- CoLight: Learning Network-level Cooperation for Traffic Signal Control☆209May 5, 2023Updated 2 years ago
- Official code for "Expression is enough: Improving traffic signal control with advanced traffic state representation ".☆50Feb 28, 2024Updated 2 years ago
- ☆16Jan 19, 2024Updated 2 years ago
- All you need to know about Reinforcement Learning for Traffic Signal Control. https://traffic-signal-control.github.io/☆186Feb 3, 2020Updated 6 years ago
- Multi-Agent Reinforcement Learning for Traffic Signal Control through Universal Communication Method☆39Mar 23, 2025Updated 11 months ago
- Traffic Signal Control Using Lightweight Transformers: An Offline-to-Online RL Approach☆15May 10, 2024Updated last year
- ☆15Dec 13, 2022Updated 3 years ago
- Reinforcement Learning environments for Traffic Signal Control with SUMO. Compatible with Gymnasium, PettingZoo, and popular RL libraries…☆1,004Mar 8, 2026Updated last week
- ☆44May 8, 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
- Multi-Agent Deep Reinforcement Learning for Large-Scale Traffic Signal Control☆24Sep 2, 2023Updated 2 years ago
- Cooperative control for traffic light signals and connected autonomous vehicles using deep reinforcement learning☆84Jul 22, 2023Updated 2 years ago
- Code for "Traffic Signal Cycle Control with Centralized Critic and Decentralized Actors under Varying Intervention Frequencies"☆11Jun 27, 2025Updated 8 months ago
- TransformerLight: A Novel Sequence Modeling Based Traffic Signaling Mechanism via Gated Transformer (29th ACM SIGKDD)☆31Aug 28, 2023Updated 2 years ago
- Official code for article "LLMLight: Large Language Models as Traffic Signal Control Agents".☆275Aug 12, 2025Updated 7 months ago
- multi agent RL for traffic light control in Sumo using distributed PPO☆142Jun 6, 2023Updated 2 years ago
- ☆37Aug 8, 2024Updated last year
- multi-agent deep reinforcement learning for large-scale traffic signal control.☆417May 31, 2022Updated 3 years ago
- SUMO adaptive traffic signal control - DQN, DDPG, Webster's, Max-pressure, Self-Organizing Traffic Lights☆328Mar 24, 2023Updated 2 years ago
- AAAI'24: Prompt to Transfer: Sim-to-Real Transfer for Traffic Signal Control with Prompt Learning☆30Sep 12, 2024Updated last year
- [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
- IPDALight for traffic signal control☆19Mar 18, 2024Updated 2 years ago
- The source code of paper "Decentralized Neighbouring Information Fusion for Traffic Network Signal Control" and related baselines.☆21Apr 30, 2024Updated last year
- ☆18Dec 30, 2023Updated 2 years ago
- IntelliLight: A Reinforcement Learning Approach for Intelligent Traffic Light Control☆220May 5, 2023Updated 2 years ago
- Decentralized reinforcement learning for city-scale traffic light control☆24Oct 18, 2022Updated 3 years ago
- The code repo for paper "Multi-intersection Traffic Optimisation: ABenchmark Dataset and a Strong Baseline"☆11Mar 15, 2022Updated 4 years ago
- Documentation:☆15May 2, 2025Updated 10 months ago
- SUMO Pytorch Deep Reinforcement Learning Traffic Signal Control☆43Feb 18, 2022Updated 4 years ago
- Python3 library able to connect the RLLIB framework with the SUMO simulator.☆27May 21, 2021Updated 4 years ago
- Environment friendly traffic signal control with deep reinforcement learning☆32Oct 12, 2023Updated 2 years ago
- Official code for "Efficient Pressure: Improving efficiency for signalized intersections ".☆27Feb 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
- Integrate AutoRL into DQN to implement a single traffic signal control system.☆16Nov 16, 2023Updated 2 years ago
- A Multi-Agent Reinforcement Learning Environment for Large Scale City Traffic Scenario☆981Aug 19, 2025Updated 7 months ago
- Adaptive real-time traffic light signal control system using Deep Multi-Agent Reinforcement Learning☆68Nov 17, 2020Updated 5 years ago