Model-Driven Policy Optimization in Differentiable Simulators via Stochastic Exploration

Model-Driven Policy Optimization in Differentiable Simulators via Stochastic Exploration | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/model-driven-policy-optimization-in-differentiable-simulators-via-stochastic-exploration

stale

Proof freshness: stale
Proof status: unverified
Display score: 4/10
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 model-driven-policy-optimization-in-differentiable-simulators-via-stochastic-exploration | Route /signal-canvas/model-driven-policy-optimization-in-differentiable-simulators-via-stochastic-exploration

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/model-driven-policy-optimization-in-differentiable-simulators-via-stochastic-exploration

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "model-driven-policy-optimization-in-differentiable-simulators-via-stochastic-exploration",
    "query_text": "Summarize Model-Driven Policy Optimization in Differentiable Simulators via Stochastic Exploration"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "Model-Driven Policy Optimization in Differentiable Simulators via Stochastic Exploration",
  "normalized_query": "2605.07520",
  "route": "/signal-canvas/model-driven-policy-optimization-in-differentiable-simulators-via-stochastic-exploration",
  "paper_ref": "model-driven-policy-optimization-in-differentiable-simulators-via-stochastic-exploration",
  "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: Model-Driven Policy Optimization in Differentiable Simulators via Stochastic Exploration

PDF: https://arxiv.org/pdf/2605.07520v1

Source count: 3

Coverage: 50%

Last proof check: 2026-05-11T20:48:16.884Z

Signal Canvas receipt window

Not build-ready: Model-Driven Policy Optimization in Differentiable Simulators via Stochastic Exploration

/buildability/model-driven-policy-optimization-in-differentiable-simulators-via-stochastic-exploration

Ignoreblocked

Subject: Model-Driven Policy Optimization in Differentiable Simulators via Stochastic Exploration

Verdict

Ignore

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

Model-Driven Policy Optimization in Differentiable Simulators via Stochastic Exploration

Use Signal Canvas as the narrative proof surface

Use this Signal Canvas via API or MCP

Signal Canvas proof surface