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  "text": "Finding 7 reports opposing stability orderings but does not define or test equilibrium-trajectory separation.",
  "author": {
    "@type": "Person",
    "name": "Wulf A. Kaal",
    "identifier": "https://orcid.org/0009-0008-7840-1847"
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  "citation": "Wulf A. Kaal, Reinforcement Learning from Reputation Feedback (2026). SSRN: https://ssrn.com/abstract=7456999",
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    "name": "Reinforcement Learning from Reputation Feedback",
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  "abstract": "The proposed equilibrium-trajectory separation is not supported by the sweep. The sweep reports opposite orderings between Mode A and Mode B on two coef\ufb01cients of variation, one computed on a separation ratio and one on a per-round competence gain, with effect sizes of 60-400x and 3-7x. Those coef \ufb01cients are stability statistics of simulated trajectories. They do not de\ufb01ne or test an equilibrium-trajectory separation.",
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