Shypd.aiThe largest open index of AI toolsMaro is an open-source Multi-Agent Resource Optimization (MARO) platform that provides Reinforcement Learning as a Service (RaaS) for real-world resource optimization problems. It includes simulation, RL, and distributed toolkits.
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Maro is an open-source Multi-Agent Resource Optimization (MARO) platform developed by Microsoft, offering Reinforcement Learning as a Service (RaaS) for solving complex, real-world resource optimization challenges. It is applicable across various industrial domains, including container inventory management in logistics, bike repositioning in transportation, virtual machine provisioning in data centers, and asset management in finance. Beyond Reinforcement Learning (RL), Maro also supports other planning and decision mechanisms like Operations Research. The platform is structured around key components: a simulation toolkit for building and running scenarios, an RL toolkit providing a full-stack abstraction for agents, algorithms, and learners, and a distributed toolkit for communication, user-defined functions, and job orchestration.
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