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BenchMARL

BenchMARL

by facebookresearch · GitHub

BenchMARL is a library for benchmarking Multi-Agent Reinforcement Learning (MARL). BenchMARL allows to quickly compare different MARL algorithms, tasks, and models while being systematically grounded in its two core tenets: reproducibility and standardization.

# benchmark# machine-learning# marl# multi-agent
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⭐ Stars
641
🍴 Forks
134
📜 License
MIT
Commercial use OK
📅 Created
2023
🔄 Last commit
5 mo ago
🏷️ Category
benchmark
💻 Language
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BenchMARL — GitHub preview card
📈 Star history
642641
2026-07-202026-07-21
📄 About

BenchMARL is a library for benchmarking Multi-Agent Reinforcement Learning (MARL). BenchMARL allows to quickly compare different MARL algorithms, tasks, and models while being systematically grounded in its two core tenets: reproducibility and standardization.

Frequently asked questions

What is BenchMARL?

BenchMARL is a library for benchmarking Multi-Agent Reinforcement Learning (MARL). BenchMARL allows to quickly compare different MARL algorithms, tasks, and models while being systematically grounded in its two core tenets: reproducibility and standardization.

Is BenchMARL open source?

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

Is BenchMARL free?

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

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