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sumo-rl
Python

sumo-rl

Reinforcement Learning environments for Traffic Signal Control with SUMO. Compatible with Gymnasium, PettingZoo, and popular RL libraries.

by LucasAlegre · GitHub
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deep-reinforcement-learninggymgym-envMITPython
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Create and customize traffic signal control simulations using reinforcement learning with SUMO.

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1 0641 063
2026-07-202026-08-31
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📄 About

Reinforcement Learning environments for Traffic Signal Control with SUMO. Compatible with Gymnasium, PettingZoo, and popular RL libraries.

sumo-rl has 1.1k stars on GitHub. It has been forked 262 times. sumo-rl is written mainly in Python. It has been in active development since 2018. sumo-rl is available under the MIT license. Its main topics are deep-reinforcement-learning, gym, gym-env, gymnasium.

Frequently asked questions

What is sumo-rl?

Reinforcement Learning environments for Traffic Signal Control with SUMO. Compatible with Gymnasium, PettingZoo, and popular RL libraries.

Is sumo-rl open source?

sumo-rl is an open-source project. It is released under the MIT license.

Is sumo-rl free?

Yes. sumo-rl is free and open source — you can use, modify and self-host it.

What license does sumo-rl use?

sumo-rl is available under the MIT license.

What language is sumo-rl written in?

sumo-rl is written mainly in Python.

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