GradMAP: Gradient-Based Multi-Agent Proximal Learning for Grid-Edge Flexibility

GradMAP: Gradient-Based Multi-Agent Proximal Learning for Grid-Edge Flexibility | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/gradmap-gradient-based-multi-agent-proximal-learning-for-grid-edge-flexibility

stale

Proof freshness: stale
Proof status: unverified
Display score: 7/10
Last proof check: 2026-04-28
Score updated: 2026-04-28
Score fresh until: 2026-05-28
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 gradmap-gradient-based-multi-agent-proximal-learning-for-grid-edge-flexibility | Route /signal-canvas/gradmap-gradient-based-multi-agent-proximal-learning-for-grid-edge-flexibility

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/gradmap-gradient-based-multi-agent-proximal-learning-for-grid-edge-flexibility

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "gradmap-gradient-based-multi-agent-proximal-learning-for-grid-edge-flexibility",
    "query_text": "Summarize GradMAP: Gradient-Based Multi-Agent Proximal Learning for Grid-Edge Flexibility"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "GradMAP: Gradient-Based Multi-Agent Proximal Learning for Grid-Edge Flexibility",
  "normalized_query": "2604.24549",
  "route": "/signal-canvas/gradmap-gradient-based-multi-agent-proximal-learning-for-grid-edge-flexibility",
  "paper_ref": "gradmap-gradient-based-multi-agent-proximal-learning-for-grid-edge-flexibility",
  "topic_slug": null,
  "benchmark_ref": null,
  "dataset_ref": null
}

Evidence Receipt

Route status: building

Claims: 1

References: Pending verification

Proof: Verification pending

Freshness state: computing

Source paper: GradMAP: Gradient-Based Multi-Agent Proximal Learning for Grid-Edge Flexibility

PDF: https://arxiv.org/pdf/2604.24549v1

Source count: 3

Coverage: 50%

Last proof check: 2026-04-28T15:17:39.313Z

Signal Canvas receipt window

Watch and verify: GradMAP: Gradient-Based Multi-Agent Proximal Learning for Grid-Edge Flexibility

/buildability/gradmap-gradient-based-multi-agent-proximal-learning-for-grid-edge-flexibility

Watchwatch

Subject: GradMAP: Gradient-Based Multi-Agent Proximal Learning for Grid-Edge Flexibility

Verdict

Watch

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

GradMAP: Gradient-Based Multi-Agent Proximal Learning for Grid-Edge Flexibility

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Use this Signal Canvas via API or MCP

Signal Canvas proof surface