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Multi-Agent Resource Optimization Platform
- arthursjiang 6y agoMARO is a new multi-agent reinforcement learning playground in the resource optimization domain.
- MasterScrat 6y agoThis looks great! happy to see more activity in the MARL space for real-world problems. We at AIcrowd are working on a similar project: Flatland (http://flatland.aicrowd.com/ http://flatland.aicrowd.com/), a procedurally-generated MARL environment focused on managing traffic on complex railway networks. It's a collaboration with SBB (the Swiss national railway company) and Deutsche Bahn (the German one). We're currently running a NeurIPS challenge pitting OR solutions against RL ones: https://www.aicrowd.com/challenges/neurips-2020-flatland-challenge https://www.aicrowd.com/challenges/neurips-2020-flatland-cha... We will look into MARO. We should talk at some point!
- arthursjiang 6y ago- GitHub: https://github.com/microsoft/maro https://github.com/microsoft/maro - Docs: https://maro.readthedocs.io/en/latest/ https://maro.readthedocs.io/en/latest/ - PyPI: https://pypi.org/project/pymaro/ https://pypi.org/project/pymaro/ - Playground: https://hub.docker.com/r/arthursjiang/maro https://hub.docker.com/r/arthursjiang/maro