IntelliLight: A Reinforcement Learning Approach for Intelligent Traffic Light Control
☆224May 5, 2023Updated 3 years ago
Alternatives and similar repositories for IntelliLight
Users that are interested in IntelliLight are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆75May 5, 2023Updated 3 years ago
- CoLight: Learning Network-level Cooperation for Traffic Signal Control☆220May 5, 2023Updated 3 years ago
- Apply deep reinforcement learning methods including DQN, DDPG for traffic light control in simulation (discrete environment), to prove th…☆89Sep 9, 2019Updated 6 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…☆505May 24, 2026Updated last month
- multi-agent deep reinforcement learning for large-scale traffic signal control.☆424May 31, 2022Updated 4 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Very very simple run on sumo☆13May 14, 2018Updated 8 years ago
- SUMO adaptive traffic signal control - DQN, DDPG, Webster's, Max-pressure, Self-Organizing Traffic Lights☆337Mar 24, 2023Updated 3 years ago
- All you need to know about Reinforcement Learning for Traffic Signal Control. https://traffic-signal-control.github.io/☆196Feb 3, 2020Updated 6 years ago
- Traffic Signal Control Competition☆41Apr 17, 2019Updated 7 years ago
- IPDALight for traffic signal control☆19Mar 18, 2024Updated 2 years ago
- ☆71Mar 7, 2020Updated 6 years ago
- This is an application exploiting principles of Deep Reinforcement Learning. The Deep Neural Network is trained to approximate the Bellma…☆156Nov 13, 2019Updated 6 years ago
- Reinforcement Learning Benchmarks for Traffic Signal Control (RESCO)☆181Dec 11, 2025Updated 7 months ago
- Reinforcement Learning environments for Traffic Signal Control with SUMO. Compatible with Gymnasium, PettingZoo, and popular RL libraries…☆1,064Mar 8, 2026Updated 4 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.
- Distributed Deep Reinforcement Learning Traffic Signal Control☆54Mar 10, 2019Updated 7 years ago
- Traffic Lights Control with Deep Learning☆74Sep 9, 2022Updated 3 years ago
- This is a multi agent reinforcement learning system using SUMO for large scale traffic light control☆30May 20, 2020Updated 6 years ago
- ☆27Dec 7, 2019Updated 6 years ago
- Adaptive real-time traffic light signal control system using Deep Multi-Agent Reinforcement Learning☆68Nov 17, 2020Updated 5 years ago
- MLJ: Libsignal: an open library for traffic signal control☆196Sep 19, 2025Updated 10 months ago
- Deep Q-Learning traffic light agent using Reinforcement Learning to maximize efficiency in a custom SUMO environment☆12Jul 26, 2023Updated 2 years ago
- Control Traffic lights intelligently with Reinforcement Learning!☆16Jun 11, 2020Updated 6 years ago
- A Deep Reinforcement Learning Network for Traffic Light Cycle Control☆51Mar 22, 2021Updated 5 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- MetaLight: a value-based meta-reinforcement learning framework for traffic signal control☆45Jan 13, 2020Updated 6 years ago
- Environment friendly traffic signal control with deep reinforcement learning☆32Oct 12, 2023Updated 2 years ago
- Applying GA to solve the traffic optimization problems implemented in python using SUMO simulation.☆10Aug 10, 2020Updated 5 years ago
- multi agent RL for traffic light control in Sumo using distributed PPO☆145Jun 6, 2023Updated 3 years ago
- Inductive Graph Reinforcement Learning for Massive-Scale Traffic Signal Control☆66Oct 17, 2022Updated 3 years ago
- Decentralized Deep Reinforcement Learning based Real-World Applicable Traffic Signal Optimization☆11Jul 4, 2021Updated 5 years ago
- Multi & Single Agent Reinforcement Learning for Traffic Signal Control Problem☆130Sep 28, 2022Updated 3 years ago
- Reinforcement learning for traffic signal control (published research)☆38Oct 24, 2025Updated 8 months ago
- Traffic Light Control problem using Actor- Critic algorithm in Simulation of Urban Mobility (SUMO) simulator☆18Dec 14, 2021Updated 4 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- ☆27Apr 24, 2020Updated 6 years ago
- OpenAI Gym Environment for Traffic Control☆77Jan 12, 2017Updated 9 years ago
- ☆15Oct 26, 2020Updated 5 years ago
- This is a intelligent traffic control environment for Reinforcement Learning and relative researches. This environment is compatible with…☆15Jan 17, 2020Updated 6 years ago
- deep reinforcement learing SUMO☆45May 17, 2018Updated 8 years ago
- Deep Reinforcement Learning for Traffic Lights Control using SUMO☆22Apr 18, 2019Updated 7 years ago
- Demos of reinforcement learning on Simulation of Urban MObility☆26Nov 23, 2019Updated 6 years ago