Evidence Receipt. Related Resources.
Evidence Receipt. Related Resources.
Compared to this week’s papers
Verification pending
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Route this paper proof surface into REST, MCP, or developer workflows while preserving the same evidence receipt and related-resource context.
Page Freshness
Canonical route: /signal-canvas/on-advantage-estimates-for-max-k-policy-gradients
Page-specific freshness sourced from this paper's evidence receipt and score bundle.
Agent Handoff
Canonical ID on-advantage-estimates-for-max-k-policy-gradients | Route /signal-canvas/on-advantage-estimates-for-max-k-policy-gradients
REST example
curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/on-advantage-estimates-for-max-k-policy-gradientsMCP example
{
"tool": "search_signal_canvas",
"arguments": {
"mode": "paper",
"paper_ref": "on-advantage-estimates-for-max-k-policy-gradients",
"query_text": "Summarize On Advantage Estimates for Max@K Policy Gradients"
}
}source_context
{
"surface": "signal_canvas",
"mode": "paper",
"query": "On Advantage Estimates for Max@K Policy Gradients",
"normalized_query": "2606.06080",
"route": "/signal-canvas/on-advantage-estimates-for-max-k-policy-gradients",
"paper_ref": "on-advantage-estimates-for-max-k-policy-gradients",
"topic_slug": null,
"benchmark_ref": null,
"dataset_ref": null
}Claims: 1
References: Pending verification
Proof: Verification pending
Freshness state: computing
Source paper: On Advantage Estimates for Max@K Policy Gradients
PDF: https://arxiv.org/pdf/2606.06080v1
Source count: 3
Coverage: 50%
Last proof check: 2026-06-06T03:19:36.052Z
Signal Canvas receipt window
/buildability/on-advantage-estimates-for-max-k-policy-gradients
Subject: On Advantage Estimates for Max@K Policy Gradients
Verdict
Ignore
Verdict is Ignore because current viability and proof state do not clear the buildability gate.
Time to first demo
Insufficient data
No first-demo timestamp, owner estimate, or elapsed demo receipt is attached to this surface.
Structured compute envelope
Insufficient data
No data, compute, hardware, memory, latency, dependency, or serving requirement receipt is attached.
Preparing verified analysis
Dimensions overall score 0.0
No public code linked for this paper yet.
{"file name": "input.pdf", "number of pages": 39, "author": "Shota Takashiro; Soichiro Nishimori; Paavo Parmas; Yongmin Kim; Kohsei Matsutani; Gouki Minegishi; Yusuke Iwasawa; Takeshi Kojima; Yutaka Matsuo"
Implication not extracted yet.
partial
Related resources will appear here when this paper maps cleanly to topic, benchmark, or dataset surfaces.
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Receipt path
/buildability/on-advantage-estimates-for-max-k-policy-gradients
Paper ref
on-advantage-estimates-for-max-k-policy-gradients
arXiv id
2606.06080
Generated at
2026-06-06T03:19:36.052Z
Evidence freshness
fresh
Last verification
2026-06-06T03:19:36.052Z
Sources
3
References
0
Coverage
50%
Lineage hash
93e8ddf42568e697c30b14bdf3b2fe7adf75241e76c740bb44af07b58556ecbb
Canonical opportunity-kernel lineage hash.
External signature
unsigned_external
No founder, registry, pilot, or production-adoption signature is attached to this receipt.
Verification
not_verified
Verification is blocked until an external signature is provided.
Pending verification refs / 3 sources / Verification pending
repo_url
references