reflexion

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    "@type": "SoftwareApplication",
    "@id": "https://agentsignals.ai/agents/reflexion",
    "name": "reflexion",
    "description": "Reflexion is an AI agent based on a language model that enhances its performance through Verbal Reinforcement Learning. The project was presented at NeurIPS 2023, aiming to train the AI agent with natural language feedback to make it smarter and more efficient in complex tasks.",
    "url": "https://agentsignals.ai/agents/reflexion",
    "applicationCategory": "研究",
    "operatingSystem": "GitHub",
    "sameAs": "https://github.com/noahshinn/reflexion",
    "installUrl": "https://github.com/noahshinn/reflexion",
    "offers": {
      "@type": "Offer",
      "price": "0",
      "priceCurrency": "USD",
      "description": "免费",
      "availability": "https://schema.org/InStock"
    },
    "featureList": [
      "Language reinforcement learning",
      "Training based on language models",
      "Suitable for various tasks"
    ],
    "datePublished": "2025-12-05T17:14:00.091362+00:00",
    "dateModified": "2025-12-19T05:09:52.916297+00:00",
    "publisher": {
      "@type": "Organization",
      "name": "Agent Signals",
      "url": "https://agentsignals.ai"
    }
  },
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        "position": 1,
        "name": "Home",
        "item": "https://agentsignals.ai"
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        "@type": "ListItem",
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        "name": "reflexion",
        "item": "https://agentsignals.ai/agents/reflexion"
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  },
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    "@type": "FAQPage",
    "mainEntity": [
      {
        "@type": "Question",
        "name": "What is reflexion?",
        "acceptedAnswer": {
          "@type": "Answer",
          "text": "AI agents using language models for reinforcement learning"
        }
      },
      {
        "@type": "Question",
        "name": "What features does reflexion offer?",
        "acceptedAnswer": {
          "@type": "Answer",
          "text": "Language reinforcement learning, Training based on language models, Suitable for various tasks"
        }
      },
      {
        "@type": "Question",
        "name": "What are the use cases for reflexion?",
        "acceptedAnswer": {
          "@type": "Answer",
          "text": "Natural Language Processing Research, AI Agent Development, Reinforcement Learning Experiments"
        }
      },
      {
        "@type": "Question",
        "name": "What are the advantages of reflexion?",
        "acceptedAnswer": {
          "@type": "Answer",
          "text": "创新的训练方法, 提高AI代理的适应能力, 开源项目，易于扩展"
        }
      },
      {
        "@type": "Question",
        "name": "What are the limitations of reflexion?",
        "acceptedAnswer": {
          "@type": "Answer",
          "text": "需要大量高质量的反馈数据, 训练过程可能较长"
        }
      }
    ]
  }
]