ROLL

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    "name": "ROLL",
    "description": "ROLL is an open-source library developed by Alibaba, designed to simplify the application of large language models in reinforcement learning tasks. It provides efficient scaling methods, enabling users to easily implement reinforcement learning algorithms on large language models, suitable for a variety of complex tasks and scenarios.",
    "url": "https://agentsignals.ai/agents/roll",
    "applicationCategory": "开发工具",
    "operatingSystem": "GitHub",
    "sameAs": "https://github.com/alibaba/ROLL",
    "installUrl": "https://github.com/alibaba/ROLL",
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      "price": "0",
      "priceCurrency": "USD",
      "description": "免费",
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    "featureList": [
      "Supports multiple large language models",
      "Efficient scaling and optimization",
      "User-friendly API design"
    ],
    "datePublished": "2025-12-05T17:20:34.623342+00:00",
    "dateModified": "2025-12-19T05:06:09.000364+00:00",
    "publisher": {
      "@type": "Organization",
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    "@type": "FAQPage",
    "mainEntity": [
      {
        "@type": "Question",
        "name": "What is ROLL?",
        "acceptedAnswer": {
          "@type": "Answer",
          "text": "Efficient Scaling Library for Reinforcement Learning in Large-Scale Language Models"
        }
      },
      {
        "@type": "Question",
        "name": "What features does ROLL offer?",
        "acceptedAnswer": {
          "@type": "Answer",
          "text": "Supports multiple large language models, Efficient scaling and optimization, User-friendly API design"
        }
      },
      {
        "@type": "Question",
        "name": "What are the use cases for ROLL?",
        "acceptedAnswer": {
          "@type": "Answer",
          "text": "Natural Language Processing tasks, Game AI development, Autonomous driving simulation"
        }
      },
      {
        "@type": "Question",
        "name": "What are the advantages of ROLL?",
        "acceptedAnswer": {
          "@type": "Answer",
          "text": "易于集成现有的大型语言模型, 优化的性能和扩展性, 丰富的文档和示例"
        }
      },
      {
        "@type": "Question",
        "name": "What are the limitations of ROLL?",
        "acceptedAnswer": {
          "@type": "Answer",
          "text": "可能需要较高级的编程技能, 对于小型项目可能过于复杂"
        }
      }
    ]
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]