Vision-Based End-to-End Learning for UAV Traversal of Irregular Gaps via Differentiable Simulation

Vision-Based End-to-End Learning for UAV Traversal of Irregular Gaps via Differentiable Simulation | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/vision-based-end-to-end-learning-for-uav-traversal-of-irregular-gaps-via-differentiable-simulation

stale

Proof freshness: unknown
Proof status: unverified
Display score: 7/10
Last proof check: 2026-04-06
Score updated: 2026-04-06
Score fresh until: 2026-05-06
References: 0
Source count: 0
Coverage: 0%

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 vision-based-end-to-end-learning-for-uav-traversal-of-irregular-gaps-via-differentiable-simulation | Route /signal-canvas/vision-based-end-to-end-learning-for-uav-traversal-of-irregular-gaps-via-differentiable-simulation

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/vision-based-end-to-end-learning-for-uav-traversal-of-irregular-gaps-via-differentiable-simulation

MCP example

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    "mode": "paper",
    "paper_ref": "vision-based-end-to-end-learning-for-uav-traversal-of-irregular-gaps-via-differentiable-simulation",
    "query_text": "Summarize Vision-Based End-to-End Learning for UAV Traversal of Irregular Gaps via Differentiable Simulation"
  }
}

source_context

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  "mode": "paper",
  "query": "Vision-Based End-to-End Learning for UAV Traversal of Irregular Gaps via Differentiable Simulation",
  "normalized_query": "2604.02779",
  "route": "/signal-canvas/vision-based-end-to-end-learning-for-uav-traversal-of-irregular-gaps-via-differentiable-simulation",
  "paper_ref": "vision-based-end-to-end-learning-for-uav-traversal-of-irregular-gaps-via-differentiable-simulation",
  "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: Vision-Based End-to-End Learning for UAV Traversal of Irregular Gaps via Differentiable Simulation

PDF: https://arxiv.org/pdf/2604.02779v1

Source count: Pending verification

Coverage: 0%

Last proof check: 2026-04-06T20:15:10.035Z

Signal Canvas receipt window

Watch and verify: Vision-Based End-to-End Learning for UAV Traversal of Irregular Gaps via Differentiable Simulation

/buildability/vision-based-end-to-end-learning-for-uav-traversal-of-irregular-gaps-via-differentiable-simulation

Watchwatch

Subject: Vision-Based End-to-End Learning for UAV Traversal of Irregular Gaps via Differentiable Simulation

Verdict

Watch

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

Vision-Based End-to-End Learning for UAV Traversal of Irregular Gaps via Differentiable Simulation

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