Bridging MARL to SARL: An Order-Independent Multi-Agent Transformer via Latent Consensus
Compared to this week’s papers
Verification pending
Use This Via API or MCP
Use Signal Canvas as the narrative proof surface
Signal Canvas is the citation-first public layer for turning one paper into a structured commercialization narrative. Use it to hand off into REST, MCP, Build Loop, and launch-pack execution without losing source lineage.
Page Freshness
Signal Canvas proof surface
Canonical route: /signal-canvas/bridging-marl-to-sarl-an-order-independent-multi-agent-transformer-via-latent-consensus
- Proof freshness
- stale
- Proof status
- unverified
- Display score
- 7/10
- Last proof check
- 2026-04-16
- Score updated
- 2026-04-16
- Score fresh until
- 2026-05-16
- References
- 0
- Source count
- 4
- Coverage
- 67%
This page is showing the last landed evidence receipt and score bundle because the latest proof data is outside the freshness window.
Agent Handoff
Bridging MARL to SARL: An Order-Independent Multi-Agent Transformer via Latent Consensus
Canonical ID bridging-marl-to-sarl-an-order-independent-multi-agent-transformer-via-latent-consensus | Route /signal-canvas/bridging-marl-to-sarl-an-order-independent-multi-agent-transformer-via-latent-consensus
REST example
curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/bridging-marl-to-sarl-an-order-independent-multi-agent-transformer-via-latent-consensusMCP example
{
"tool": "search_signal_canvas",
"arguments": {
"mode": "paper",
"paper_ref": "bridging-marl-to-sarl-an-order-independent-multi-agent-transformer-via-latent-consensus",
"query_text": "Summarize Bridging MARL to SARL: An Order-Independent Multi-Agent Transformer via Latent Consensus"
}
}source_context
{
"surface": "signal_canvas",
"mode": "paper",
"query": "Bridging MARL to SARL: An Order-Independent Multi-Agent Transformer via Latent Consensus",
"normalized_query": "2604.13472",
"route": "/signal-canvas/bridging-marl-to-sarl-an-order-independent-multi-agent-transformer-via-latent-consensus",
"paper_ref": "bridging-marl-to-sarl-an-order-independent-multi-agent-transformer-via-latent-consensus",
"topic_slug": null,
"benchmark_ref": null,
"dataset_ref": null
}Evidence Receipt
Route status: buildingClaims: 0
References: Pending verification
Proof: Verification pending
Freshness state: computing
Source paper: Bridging MARL to SARL: An Order-Independent Multi-Agent Transformer via Latent Consensus
PDF: https://arxiv.org/pdf/2604.13472v1
Repository: https://github.com/RS2002/CMAT
Source count: 4
Coverage: 67%
Last proof check: 2026-04-16T18:19:45.612Z
Signal Canvas receipt window
Ready for execution: Bridging MARL to SARL: An Order-Independent Multi-Agent Transformer via Latent Consensus
/buildability/bridging-marl-to-sarl-an-order-independent-multi-agent-transformer-via-latent-consensus
Subject: Bridging MARL to SARL: An Order-Independent Multi-Agent Transformer via Latent Consensus
Verdict
Build Now
Verdict is Build Now because viability and implementation proof cleared the Wave 1 scaffold thresholds.
Time to first demo
Insufficient data
No first-demo timestamp, owner estimate, or elapsed demo receipt is attached to this surface.
Compute envelope
Structured compute envelope
Insufficient data
No data, compute, hardware, memory, latency, dependency, or serving requirement receipt is attached.
Evidence ids
Receipt path
/buildability/bridging-marl-to-sarl-an-order-independent-multi-agent-transformer-via-latent-consensus
Paper ref
bridging-marl-to-sarl-an-order-independent-multi-agent-transformer-via-latent-consensus
arXiv id
2604.13472
Freshness
Generated at
2026-04-16T18:19:45.612Z
Evidence freshness
stale
Last verification
2026-04-16T18:19:45.612Z
Sources
4
References
0
Coverage
67%
Hash state
Lineage hash
26afb66da940dec2c86cb694f2583ef0345a3fcd8fda457a119ce3aec5c5bdf7
Canonical opportunity-kernel lineage hash.
Signature state
External signature
unsigned_external
No founder, registry, pilot, or production-adoption signature is attached to this receipt.
Verification
not_verified
Verification is blocked until an external signature is provided.
Blockers
- Missing: references
- Missing: proof_status
- Unknown: proof verification has not been recorded yet
Pending verification refs / 4 sources / Verification pending
references
proof_status
Paper Conversation
Citation-first answers with explicit evidence receipts, disagreement handling, commercialization framing, and next actions.
Bridging MARL to SARL: An Order-Independent Multi-Agent Transformer via Latent Consensus
Canonical Paper Receipt
Last verification: 2026-04-16T18:19:45.612ZFreshness: stale
Proof: unverified
Repo: active
References: 0
Sources: 4
Coverage: 67%
- - references
- - proof_status
- - proof verification has not been recorded yet
Preparing verified analysis
Dimensions overall score 7.0
GitHub Code Pulse
Claim map
No public claim map is available for this paper yet.
Startup potential card
Related Resources
- Multi-Agent Reinforcement Learning(glossary)
BUILDER'S SANDBOX
Build This Paper
Use an AI coding agent to implement this research.
Lightweight coding agent in your terminal.
Agentic coding tool for terminal workflows.
AI agent mindset installer and workflow scaffolder.
AI-first code editor built on VS Code.
Free, open-source editor by Microsoft.
Recommended Stack
Startup Essentials
Estimated $10K - $14K over 6-10 weeks.
See exactly what it costs to build this -- with 3 comparable funded startups.
7-day free trial. Cancel anytime.
Discover the researchers behind this paper and find similar experts.
7-day free trial. Cancel anytime.