Cooperative control for traffic light signals and connected autonomous vehicles using deep reinforcement learning
☆89Jul 22, 2023Updated 3 years ago
Alternatives and similar repositories for CoTV
Users that are interested in CoTV are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Inductive Graph Reinforcement Learning for Massive-Scale Traffic Signal Control☆66Oct 17, 2022Updated 3 years ago
- Cooperative Control of Traffic Signals and Connected Vehicles: A Multi-agent Deep Reinforcement Learning Approach☆24Jul 15, 2021Updated 5 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
- codes for paper 《Neighborhood Cooperative Multiagent Reinforcement Learning for Adaptive Traffic Signal Control in Epidemic Regions》☆14Apr 3, 2022Updated 4 years ago
- SUMO Simulation source code of the study - A Study of Applying Eco-Driving Speed Advisory on Transit Signal Priority☆17Feb 21, 2023Updated 3 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Reinforcement learning for traffic signal control (published research)☆38Oct 24, 2025Updated 9 months ago
- SUMO Pytorch Deep Reinforcement Learning Traffic Signal Control☆43Feb 18, 2022Updated 4 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
- Reinforcement Learning Benchmarks for Traffic Signal Control (RESCO)☆183Dec 11, 2025Updated 8 months ago
- Adaptive Traffic Signal Control of Autonomous Vehicles using Multi-Agent Reinforcement Learning techniques and SUMO tool for vehicular si…☆39Jul 9, 2022Updated 4 years ago
- Environment friendly traffic signal control with deep reinforcement learning☆32Oct 12, 2023Updated 2 years ago
- The source code for our paper: Graph Reinforcement Learning Application to Co-operative Decision-Making in Mixed Autonomy Traffic: Framew…☆83Feb 7, 2024Updated 2 years ago
- Multi-Agent Deep Reinforcement Learning for Large-Scale Traffic Signal Control☆25Sep 2, 2023Updated 2 years ago
- MLJ: Libsignal: an open library for traffic signal control☆197Sep 19, 2025Updated 10 months ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- IPDALight for traffic signal control☆19Mar 18, 2024Updated 2 years ago
- RAMRL: Towards Robust On-Ramp Merging via Augmented Multimodal Reinforcement Learning☆10Jul 10, 2023Updated 3 years ago
- code for "Data Might be Enough: Bridge Real-World Traffic Signal Control Using Offline Reinforcement Learning"☆11May 2, 2024Updated 2 years ago
- ☆47May 8, 2024Updated 2 years ago
- This repository contains the code for the paper "LLM-Assisted Light: Leveraging Large Language Model Capabilities for Human-Mimetic Traff…☆103Jun 13, 2026Updated 2 months ago
- Multi-Agent Reinforcement Learning for Connected and Automated Vehicles Control: Recent Advancements and Future Prospects☆59Feb 12, 2025Updated last year
- Adaptive traffic signal control using deep reinforcement learning built using SUMO☆14Mar 5, 2022Updated 4 years ago
- Multi-Agent Reinforcement Learning for Traffic Signal Control through Universal Communication Method☆39Mar 23, 2025Updated last year
- multi agent RL for traffic light control in Sumo using distributed PPO☆145Jun 6, 2023Updated 3 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Integrate AutoRL into DQN to implement a single traffic signal control system.☆16Nov 16, 2023Updated 2 years ago
- OpenAI-gym-like Reinforcement Learning environment for Dispatching of Mobile Chargers with SUMO. Compatible with Gym and popular RL libra…☆15Mar 16, 2025Updated last year
- GCN CAV☆14Mar 29, 2021Updated 5 years ago
- TorchGRL is the source code for our paper Graph Convolution-Based Deep Reinforcement Learning for Multi-Agent Decision-Making in Mixed…☆105Oct 22, 2022Updated 3 years ago
- Heterogeneous GNN-based multi-agent reinforcement learning for coordinated platooning and traffic signal control using Ray RLlib and SUMO☆20Aug 12, 2025Updated last year
- Reinforcement Learning environments for Traffic Signal Control with SUMO. Compatible with Gymnasium, PettingZoo, and popular RL libraries…☆1,071Mar 8, 2026Updated 5 months ago
- The source code of paper "Decentralized Neighbouring Information Fusion for Traffic Network Signal Control" and related baselines.☆23Apr 30, 2024Updated 2 years ago
- XRouting: An explainable vehicle rerouting system based on reinforcement learning with transformer structure☆17Feb 11, 2023Updated 3 years ago
- multi-agent deep reinforcement learning for large-scale traffic signal control.☆425May 31, 2022Updated 4 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Improving coordinated (two intersections) transit signal priority on bus travel time and headway reliability with single agent reinforcem…☆14Oct 2, 2021Updated 4 years ago
- SUMO adaptive traffic signal control - DQN, DDPG, Webster's, Max-pressure, Self-Organizing Traffic Lights☆338Mar 24, 2023Updated 3 years ago
- [ITSC 2021] Reinforcement Learning for Mixed Autonomy Intersections☆28Feb 26, 2023Updated 3 years ago
- A framework where a deep Q-Learning Reinforcement Learning agent tries to choose the correct traffic light phase at an intersection to ma…☆504May 24, 2026Updated 2 months ago
- All you need to know about Reinforcement Learning for Traffic Signal Control. https://traffic-signal-control.github.io/☆198Feb 3, 2020Updated 6 years ago
- ☆20Dec 30, 2023Updated 2 years ago
- CoLight: Learning Network-level Cooperation for Traffic Signal Control☆221May 5, 2023Updated 3 years ago