{
  "@context": "https://schema.org",
  "@type": "Claim",
  "@id": "https://wulfkaal.github.io/claims/7456999-038",
  "identifier": "kaal:claim:7456999-038",
  "text": "The two-round protocol is proposed to collect more structured data than a scalar label, but the paper does not establish that the added fields contain more information about policy quality.",
  "author": {
    "@type": "Person",
    "name": "Wulf A. Kaal",
    "identifier": "https://orcid.org/0009-0008-7840-1847"
  },
  "citation": "Wulf A. Kaal, Reinforcement Learning from Reputation Feedback (2026). SSRN: https://ssrn.com/abstract=7456999",
  "isBasedOn": {
    "@type": "ScholarlyArticle",
    "name": "Reinforcement Learning from Reputation Feedback",
    "datePublished": "2026",
    "url": "https://ssrn.com/abstract=7456999",
    "sha256": "01016fbbcc25cad205cebd59ea686d8dfee8ae9b632095d86ba6c9a900456a4b",
    "encoding": "https://raw.githubusercontent.com/wulfkaal/Academic-Papers/main/papers/pdf/Kaal%20-%202026%20-%20Reinforcement%20Learning%20from%20Reputation%20Feedback.pdf"
  },
  "keywords": [
    "ai-and-agents",
    "research-methods",
    "reputation"
  ],
  "about": [],
  "abstract": "This section develops a two-round validation protocol that uses the distinction between cheap-talk information revelation and costly-signal commitment (Crawford and Sobel 1982) to collect more structured data than a single scalar label. Whether the added \ufb01elds contain additional information about is not established.",
  "additionalProperty": [
    {
      "@type": "PropertyValue",
      "name": "claim_type",
      "value": "failure"
    },
    {
      "@type": "PropertyValue",
      "name": "confidence",
      "value": "asserted"
    },
    {
      "@type": "PropertyValue",
      "name": "scope_conditions",
      "value": [
        "the intended information gain of the two-round protocol"
      ]
    },
    {
      "@type": "PropertyValue",
      "name": "is_failure_mode",
      "value": true
    },
    {
      "@type": "PropertyValue",
      "name": "edges",
      "value": []
    }
  ],
  "isPartOf": {
    "@id": "https://wulfkaal.github.io/claims/index.json"
  },
  "dateModified": "2026-09-13",
  "version": "1.0",
  "sha256": "8546e476846060bb39e229f00c2727700384517ef3b95b41a38921ee495523b7",
  "canonicalForm": "https://wulfkaal.github.io/claims/7456999-038.md"
}
