IntelliLight: A Reinforcement Learning Approach for Intelligent Traffic Light Control
☆219May 5, 2023Updated 2 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:
- ☆71May 5, 2023Updated 2 years ago
- CoLight: Learning Network-level Cooperation for Traffic Signal Control☆209May 5, 2023Updated 2 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
- 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
- Very very simple run on sumo☆13May 14, 2018Updated 7 years ago
- multi-agent deep reinforcement learning for large-scale traffic signal control.☆417May 31, 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
- SUMO adaptive traffic signal control - DQN, DDPG, Webster's, Max-pressure, Self-Organizing Traffic Lights☆328Mar 24, 2023Updated 2 years ago
- Traffic Signal Control Competition☆39Apr 17, 2019Updated 6 years ago
- IPDALight for traffic signal control☆19Mar 18, 2024Updated 2 years ago
- ☆68Mar 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…☆158Nov 13, 2019Updated 6 years ago
- Reinforcement Learning Benchmarks for Traffic Signal Control (RESCO)☆165Dec 11, 2025Updated 3 months ago
- Distributed Deep Reinforcement Learning Traffic Signal Control☆54Mar 10, 2019Updated 7 years ago
- Reinforcement Learning environments for Traffic Signal Control with SUMO. Compatible with Gymnasium, PettingZoo, and popular RL libraries…☆1,004Mar 8, 2026Updated 2 weeks ago
- ☆27Dec 7, 2019Updated 6 years ago
- This is a multi agent reinforcement learning system using SUMO for large scale traffic light control☆30May 20, 2020Updated 5 years ago
- Traffic Lights Control with Deep Learning☆73Sep 9, 2022Updated 3 years ago
- Adaptive real-time traffic light signal control system using Deep Multi-Agent Reinforcement Learning☆68Nov 17, 2020Updated 5 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
- MLJ: Libsignal: an open library for traffic signal control☆178Sep 19, 2025Updated 6 months ago
- MetaLight: a value-based meta-reinforcement learning framework for traffic signal control☆44Jan 13, 2020Updated 6 years ago
- Control Traffic lights intelligently with Reinforcement Learning!☆16Jun 11, 2020Updated 5 years ago
- A Deep Reinforcement Learning Network for Traffic Light Cycle Control☆51Mar 22, 2021Updated 5 years ago
- multi agent RL for traffic light control in Sumo using distributed PPO☆142Jun 6, 2023Updated 2 years ago
- Decentralized Deep Reinforcement Learning based Real-World Applicable Traffic Signal Optimization☆11Jul 4, 2021Updated 4 years ago
- Reinforcement learning for traffic signal control (published research)☆36Oct 24, 2025Updated 4 months ago
- Multi & Single Agent Reinforcement Learning for Traffic Signal Control Problem☆130Sep 28, 2022Updated 3 years ago
- Environment friendly traffic signal control with deep reinforcement learning☆33Oct 12, 2023Updated 2 years ago
- Inductive Graph Reinforcement Learning for Massive-Scale Traffic Signal Control☆65Oct 17, 2022Updated 3 years ago
- Traffic Light Control problem using Actor- Critic algorithm in Simulation of Urban Mobility (SUMO) simulator☆17Dec 14, 2021Updated 4 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
- ☆26Apr 24, 2020Updated 5 years ago
- deep reinforcement learing SUMO☆45May 17, 2018Updated 7 years ago
- Deep Reinforcement Learning for Traffic Lights Control using SUMO☆22Apr 18, 2019Updated 6 years ago
- Computational framework for reinforcement learning in traffic control☆1,182Jul 27, 2024Updated last year
- Demos of reinforcement learning on Simulation of Urban MObility☆26Nov 23, 2019Updated 6 years ago