LucasAlegre / sumo-rlLinks
Reinforcement Learning environments for Traffic Signal Control with SUMO. Compatible with Gymnasium, PettingZoo, and popular RL libraries.
☆952Updated last month
Alternatives and similar repositories for sumo-rl
Users that are interested in sumo-rl are comparing it to the libraries listed below
Sorting:
- SUMO adaptive traffic signal control - DQN, DDPG, Webster's, Max-pressure, Self-Organizing Traffic Lights☆314Updated 2 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…☆475Updated 2 weeks ago
- multi-agent deep reinforcement learning for large-scale traffic signal control.☆397Updated 3 years ago
- All you need to know about Reinforcement Learning for Traffic Signal Control. https://traffic-signal-control.github.io/☆177Updated 5 years ago
- Reinforcement Learning Benchmarks for Traffic Signal Control (RESCO)☆155Updated 3 weeks ago
- Computational framework for reinforcement learning in traffic control☆1,160Updated last year
- IntelliLight: A Reinforcement Learning Approach for Intelligent Traffic Light Control☆212Updated 2 years ago
- multi agent RL for traffic light control in Sumo using distributed PPO☆138Updated 2 years ago
- CoLight: Learning Network-level Cooperation for Traffic Signal Control☆190Updated 2 years ago
- multi-agent deep reinforcement learning for networked system control.☆429Updated 5 years ago
- MLJ: Libsignal: an open library for traffic signal control☆155Updated 2 months ago
- A Multi-Agent Reinforcement Learning Environment for Large Scale City Traffic Scenario☆938Updated 3 months ago
- MARL for Autonomous Vehicles☆328Updated last year
- This is an application exploiting principles of Deep Reinforcement Learning. The Deep Neural Network is trained to approximate the Bellma…☆156Updated 6 years ago
- ☆68Updated 2 years ago
- SUMO Pytorch Deep Reinforcement Learning Traffic Signal Control☆44Updated 3 years ago
- ☆42Updated 5 years ago
- Cooperative control for traffic light signals and connected autonomous vehicles using deep reinforcement learning☆80Updated 2 years ago
- Reinforcement learning for traffic signal control (published research)☆34Updated 3 weeks ago
- Scalable Multi-Agent RL Training School for Autonomous Driving☆1,085Updated 9 months ago
- Intelligent traffic control on Vissim by dqn☆61Updated 7 years ago
- ☆65Updated 5 years ago
- Multi & Single Agent Reinforcement Learning for Traffic Signal Control Problem☆124Updated 3 years ago
- ☆27Updated 5 years ago
- Adaptive real-time traffic light signal control system using Deep Multi-Agent Reinforcement Learning☆68Updated 5 years ago
- Distributed Deep Reinforcement Learning Traffic Signal Control☆52Updated 6 years ago
- Monaco SUMO Traffic (MoST) Scenario☆96Updated 3 years ago
- Code for "Traffic Signal Cycle Control with Centralized Critic and Decentralized Actors under Varying Intervention Frequencies"☆11Updated 4 months ago
- Demos of reinforcement learning on Simulation of Urban MObility☆26Updated 6 years ago
- Computational framework for reinforcement learning in traffic control☆45Updated 6 years ago