UI-Voyager: A Self-Evolving GUI Agent Learning via Failed Experience

UI-Voyager: A Self-Evolving GUI Agent Learning via Failed Experience | Signal Canvas | ScienceToStartup

Page Freshness

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Canonical route: /signal-canvas/ui-voyager-a-self-evolving-gui-agent-learning-via-failed-experience

stale

Proof freshness: stale
Proof status: partial
Display score: 7/10
Last proof check: 2026-03-26
Score updated: 2026-04-02
Score fresh until: 2026-05-02
References: 0
Source count: 0
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 ui-voyager-a-self-evolving-gui-agent-learning-via-failed-experience | Route /signal-canvas/ui-voyager-a-self-evolving-gui-agent-learning-via-failed-experience

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/ui-voyager-a-self-evolving-gui-agent-learning-via-failed-experience

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "ui-voyager-a-self-evolving-gui-agent-learning-via-failed-experience",
    "query_text": "Summarize UI-Voyager: A Self-Evolving GUI Agent Learning via Failed Experience"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "UI-Voyager: A Self-Evolving GUI Agent Learning via Failed Experience",
  "normalized_query": "2603.24533",
  "route": "/signal-canvas/ui-voyager-a-self-evolving-gui-agent-learning-via-failed-experience",
  "paper_ref": "ui-voyager-a-self-evolving-gui-agent-learning-via-failed-experience",
  "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: UI-Voyager: A Self-Evolving GUI Agent Learning via Failed Experience

PDF: https://arxiv.org/pdf/2603.24533v1

Repository: https://github.com/ui-voyager/UI-Voyager

Source count: Pending verification

Coverage: 50%

Last proof check: 2026-03-26T20:30:31.362Z

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Ready for execution: UI-Voyager: A Self-Evolving GUI Agent Learning via Failed Experience

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Subject: UI-Voyager: A Self-Evolving GUI Agent Learning via Failed Experience

Verdict

Build Now

Verdict is Build Now because viability and implementation proof cleared the Wave 1 scaffold thresholds.

UI-Voyager: A Self-Evolving GUI Agent Learning via Failed Experience

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