Ujwal2910 / Smart-Traffic-Signals-in-India-using-Deep-Reinforcement-Learning-and-Advanced-Computer-VisionView on GitHub
We have used Deep Reinforcement Learning and Advanced Computer Vision techniques to for the creation of Smart Traffic Signals for Indian Roads. We have created the scripts for using SUMO as our environment for deploying all our RL models.
☆211May 24, 2019Updated 6 years ago
Alternatives and similar repositories for Smart-Traffic-Signals-in-India-using-Deep-Reinforcement-Learning-and-Advanced-Computer-Vision
Users that are interested in Smart-Traffic-Signals-in-India-using-Deep-Reinforcement-Learning-and-Advanced-Computer-Vision are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A framework where a deep Q-Learning Reinforcement Learning agent tries to choose the correct traffic light phase at an intersection to ma…☆494Dec 2, 2025Updated 3 months ago
- Deep Reinforcement Learning for Traffic Lights Control using SUMO☆22Apr 18, 2019Updated 6 years ago
- SUMO adaptive traffic signal control - DQN, DDPG, Webster's, Max-pressure, Self-Organizing Traffic Lights☆328Mar 24, 2023Updated 3 years ago
- This is our Final Year Project in Bachelors. We try to avoid congestion on two levels i.e Intersection level and Infrastructure to Vehicl…☆10Oct 12, 2020Updated 5 years ago
- Adaptive real-time traffic light signal control system using Deep Multi-Agent Reinforcement Learning☆68Nov 17, 2020Updated 5 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Traffic Control Test Bed☆27Mar 18, 2026Updated last week
- Investigating Q-Learning and DQN variants for Traffic Signal Control problem☆28Jul 10, 2022Updated 3 years ago
- Experiments with reinforcement learning using Gym, keras-rl and SUMO☆12Jan 22, 2017Updated 9 years ago
- Distributed Deep Reinforcement Learning Traffic Signal Control☆54Mar 10, 2019Updated 7 years ago
- multi agent RL for traffic light control in Sumo using distributed PPO☆142Jun 6, 2023Updated 2 years ago
- Source code associated with final project for Machine Learning Course (CS 229) at Stanford University; Used reinforcement learning approa…☆31May 21, 2016Updated 9 years ago
- Reinforcement Learning environments for Traffic Signal Control with SUMO. Compatible with Gymnasium, PettingZoo, and popular RL libraries…☆1,009Mar 8, 2026Updated 2 weeks ago
- SUMO Scenario Generator is a web application that generates and downloads the necessary files to start a basic road traffic simulation in…☆12Jun 25, 2020Updated 5 years ago
- Demos of reinforcement learning on Simulation of Urban MObility☆57Jan 3, 2023Updated 3 years ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- 利用sumo作为仿真平台，采用强化学习中的DQN进行交通信号灯相位时间的调整☆54Jan 3, 2019Updated 7 years ago
- Integrate AutoRL into DQN to implement a single traffic signal control system.☆16Nov 16, 2023Updated 2 years ago
- This is a Machine Learning project made by myself, containing several algorithms from the Reinforcement Learning world (DQN, A2C, PPO) wi…☆23Mar 26, 2022Updated 4 years ago
- Python API for the SUMO environment of Plymouth Rd.☆14Feb 1, 2021Updated 5 years ago
- Computational framework for reinforcement learning in traffic control☆1,182Jul 27, 2024Updated last year
- Monaco SUMO Traffic (MoST) Scenario☆100Sep 24, 2022Updated 3 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
- Apply deep reinforcement learning methods including DQN, DDPG for traffic light control in simulation (discrete environment), to prove th…☆88Sep 9, 2019Updated 6 years ago
- Deep Q-Learning traffic light agent using Reinforcement Learning to maximize efficiency in a custom SUMO environment☆12Jul 26, 2023Updated 2 years ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Decentralized Deep Reinforcement Learning based Real-World Applicable Traffic Signal Optimization☆11Jul 4, 2021Updated 4 years ago
- A Multi-Agent Reinforcement Learning Environment for Large Scale City Traffic Scenario☆981Aug 19, 2025Updated 7 months ago
- A traffic simulation software based on SUMO that incorporates driver behavior.☆52Oct 3, 2019Updated 6 years ago
- ☆12Apr 4, 2024Updated last year
- This is a intelligent traffic control environment for Reinforcement Learning and relative researches. This environment is compatible with…☆15Jan 17, 2020Updated 6 years ago
- Reinforcement Learning + traffic microsimulation (via SUMO). Uses Ray RLLIB and forces SUMO into the OpenAI Gym Framework☆57Dec 4, 2023Updated 2 years ago
- A SUMO simulator for platooning maneuvers in mixed traffic scenarios☆33Mar 6, 2019Updated 7 years ago
- multi-agent deep reinforcement learning for large-scale traffic signal control.☆419May 31, 2022Updated 3 years ago
- Calibrated Alicante-Murcia Freeway SUMO Scenario☆11Nov 28, 2019Updated 6 years ago
- NordVPN Threat Protection Pro™ • AdTake your cybersecurity to the next level. Block phishing, malware, trackers, and ads. Lightweight app that works with all browsers.
- SUMO Pytorch Deep Reinforcement Learning Traffic Signal Control☆43Feb 18, 2022Updated 4 years ago
- IntelliLight: A Reinforcement Learning Approach for Intelligent Traffic Light Control☆219May 5, 2023Updated 2 years ago
- An Activity-based Multi-modal Mobility Scenario Generator for SUMO. This project is available in the Eclipse SUMO contributed tools secti…☆39Sep 8, 2025Updated 6 months ago
- Traffic Signal timings using Deep Q-Learning☆70Jul 2, 2017Updated 8 years ago
- This is a multi agent reinforcement learning system using SUMO for large scale traffic light control☆30May 20, 2020Updated 5 years ago
- stable-baselines3 reinforcement learning on SUMO traffic light system☆25Nov 9, 2024Updated last year
- CoLight: Learning Network-level Cooperation for Traffic Signal Control☆209May 5, 2023Updated 2 years ago