$f$-Divergence Regularized RLHF: Two Tales of Sampling and Unified Analyses

$f$-Divergence Regularized RLHF: Two Tales of Sampling and Unified Analyses | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/f-divergence-regularized-rlhf-two-tales-of-sampling-and-unified-analyses

stale

Proof freshness: stale
Proof status: unverified
Display score: 0/10
Last proof check: 2026-05-11
Score updated: 2026-05-11
Score fresh until: 2026-06-10
References: 0
Source count: 3
Coverage: 50%

This page is showing the last landed evidence receipt and score bundle because the latest proof data is outside the freshness window.

Agent Handoff

Canonical ID f-divergence-regularized-rlhf-two-tales-of-sampling-and-unified-analyses | Route /signal-canvas/f-divergence-regularized-rlhf-two-tales-of-sampling-and-unified-analyses

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/f-divergence-regularized-rlhf-two-tales-of-sampling-and-unified-analyses

MCP example

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    "mode": "paper",
    "paper_ref": "f-divergence-regularized-rlhf-two-tales-of-sampling-and-unified-analyses",
    "query_text": "Summarize $f$-Divergence Regularized RLHF: Two Tales of Sampling and Unified Analyses"
  }
}

source_context

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  "query": "$f$-Divergence Regularized RLHF: Two Tales of Sampling and Unified Analyses",
  "normalized_query": "2605.06977",
  "route": "/signal-canvas/f-divergence-regularized-rlhf-two-tales-of-sampling-and-unified-analyses",
  "paper_ref": "f-divergence-regularized-rlhf-two-tales-of-sampling-and-unified-analyses",
  "topic_slug": null,
  "benchmark_ref": null,
  "dataset_ref": null
}

Evidence Receipt

Route status: building

Claims: 0

References: Pending verification

Proof: Verification pending

Freshness state: computing

Source paper: $f$-Divergence Regularized RLHF: Two Tales of Sampling and Unified Analyses

PDF: https://arxiv.org/pdf/2605.06977v1

Source count: 3

Coverage: 50%

Last proof check: 2026-05-11T20:52:39.688Z

Signal Canvas receipt window

Not build-ready: $f$-Divergence Regularized RLHF: Two Tales of Sampling and Unified Analyses

/buildability/f-divergence-regularized-rlhf-two-tales-of-sampling-and-unified-analyses

Ignoreblocked

Subject: $f$-Divergence Regularized RLHF: Two Tales of Sampling and Unified Analyses

Verdict

Ignore

Verdict is Ignore because current viability and proof state do not clear the buildability gate.

$f$-Divergence Regularized RLHF: Two Tales of Sampling and Unified Analyses

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