Code for "Traffic Signal Cycle Control with Centralized Critic and Decentralized Actors under Varying Intervention Frequencies"
☆11Jun 27, 2025Updated 8 months ago
Alternatives and similar repositories for CCDA-Light
Users that are interested in CCDA-Light are comparing it to the libraries listed below
Sorting:
- The source code of paper "Decentralized Neighbouring Information Fusion for Traffic Network Signal Control" and related baselines.☆21Apr 30, 2024Updated last year
- Traffic Signal Control Using Lightweight Transformers: An Offline-to-Online RL Approach☆15May 10, 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 Reinforcement Learning for Traffic Signal Control through Universal Communication Method☆39Mar 23, 2025Updated last year
- ☆15Dec 13, 2022Updated 3 years ago
- ☆16Jan 19, 2024Updated 2 years ago
- This GitHub repo hosts an RL-based Traffic Light Control System (TLCS) for optimizing intersections. Employing Reinforcement Learning, it…☆13Nov 23, 2023Updated 2 years ago
- SUMO Simulation source code of the study - A Study of Applying Eco-Driving Speed Advisory on Transit Signal Priority☆16Feb 21, 2023Updated 3 years ago
- ☆18Dec 30, 2023Updated 2 years ago
- ☆21Oct 11, 2021Updated 4 years ago
- Multi-Agent Deep Reinforcement Learning for Large-Scale Traffic Signal Control☆24Sep 2, 2023Updated 2 years ago
- MLJ: Libsignal: an open library for traffic signal control☆178Sep 19, 2025Updated 6 months ago
- TransformerLight: A Novel Sequence Modeling Based Traffic Signaling Mechanism via Gated Transformer (29th ACM SIGKDD)☆31Aug 28, 2023Updated 2 years ago
- Inductive Graph Reinforcement Learning for Massive-Scale Traffic Signal Control☆65Oct 17, 2022Updated 3 years ago
- ☆29Nov 1, 2024Updated last year
- SwapTransformer: Highway Overtaking Tactical Planner Model via Imitation Learning on OSHA Dataset☆13Jan 5, 2024Updated 2 years ago
- Official code for "Knowledge intensive state design for traffic signal control"☆30Feb 28, 2024Updated 2 years ago
- Decentralized reinforcement learning for city-scale traffic light control☆24Oct 18, 2022Updated 3 years ago
- This repository contains the code for the paper“iLLM-TSC: Integration reinforcement learning and large language model for traffic signal …☆71Apr 6, 2025Updated 11 months ago
- AAAI'24: Prompt to Transfer: Sim-to-Real Transfer for Traffic Signal Control with Prompt Learning☆30Sep 12, 2024Updated last year
- Code for our paper Demand Response Model Identification and Behavior Forecast with OptNet: a Gradient-based Approach.☆11Jul 7, 2022Updated 3 years ago
- This repository contains the code for the paper "LLM-Assisted Light: Leveraging Large Language Model Capabilities for Human-Mimetic Traff…☆98Jul 10, 2025Updated 8 months ago
- [ECC 2022] Codebase for the paper titled "Learning Eco-Driving Strategies at Signalized Intersections".☆13Jul 11, 2023Updated 2 years ago
- ☆12Jan 6, 2022Updated 4 years ago
- ☆12Mar 29, 2023Updated 2 years ago
- Use Blender for figures.☆15Feb 11, 2026Updated last month
- Reproducing several bandwidth-based traffic signal coordination models (including MaxBand, MultiBand, etc.)☆12Sep 18, 2020Updated 5 years ago
- multi agent RL for traffic light control in Sumo using distributed PPO☆142Jun 6, 2023Updated 2 years ago
- code for "Data Might be Enough: Bridge Real-World Traffic Signal Control Using Offline Reinforcement Learning"☆11May 2, 2024Updated last year
- Daily Paper Reading☆23Jan 17, 2026Updated 2 months ago
- Documentation:☆15May 2, 2025Updated 10 months ago
- Reinforcement learning for traffic signal control (published research)☆36Oct 24, 2025Updated 4 months ago
- SUMO Pytorch Deep Reinforcement Learning Traffic Signal Control☆43Feb 18, 2022Updated 4 years ago
- Adaptive traffic signal control using deep reinforcement learning built using SUMO☆13Mar 5, 2022Updated 4 years ago
- Turn OpenITS dataset to PostgreSQL and SUMO☆14Jul 12, 2023Updated 2 years ago
- IntersectionZoo: Eco-driving for Benchmarking Multi-Agent Contextual Reinforcement Learning☆73May 11, 2025Updated 10 months ago
- "Requet: Real-Time QoE Detection for Encrypted YouTube Traffic" reproduction☆10Jun 16, 2022Updated 3 years ago
- MAPPO-PIS：MAPPO with Prior Intent Sharing☆13Aug 7, 2024Updated last year
- ☆15Feb 13, 2025Updated last year