Online Learning and Equilibrium Computation with Ranking Feedback

Online Learning and Equilibrium Computation with Ranking Feedback | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/online-learning-and-equilibrium-computation-with-ranking-feedback

stale

Proof freshness: stale
Proof status: unverified
Display score: 7/10
Last proof check: 2026-04-02
Score updated: 2026-04-02
Score fresh until: 2026-05-02
References: 0
Source count: 0
Coverage: 17%

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 online-learning-and-equilibrium-computation-with-ranking-feedback | Route /signal-canvas/online-learning-and-equilibrium-computation-with-ranking-feedback

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/online-learning-and-equilibrium-computation-with-ranking-feedback

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "online-learning-and-equilibrium-computation-with-ranking-feedback",
    "query_text": "Summarize Online Learning and Equilibrium Computation with Ranking Feedback"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "Online Learning and Equilibrium Computation with Ranking Feedback",
  "normalized_query": "2603.19221",
  "route": "/signal-canvas/online-learning-and-equilibrium-computation-with-ranking-feedback",
  "paper_ref": "online-learning-and-equilibrium-computation-with-ranking-feedback",
  "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: Online Learning and Equilibrium Computation with Ranking Feedback

PDF: https://arxiv.org/pdf/2603.19221v1

Source count: Pending verification

Coverage: 17%

Last proof check: 2026-04-02T02:30:40.136Z

Signal Canvas receipt window

Watch and verify: Online Learning and Equilibrium Computation with Ranking Feedback

/buildability/online-learning-and-equilibrium-computation-with-ranking-feedback

Watchwatch

Subject: Online Learning and Equilibrium Computation with Ranking Feedback

Verdict

Watch

Verdict is Watch because viability or proof quality is intermediate and should be re-evaluated before execution.

Online Learning and Equilibrium Computation with Ranking Feedback

Use Signal Canvas as the narrative proof surface

Use this Signal Canvas via API or MCP

Signal Canvas proof surface