Bridging MARL to SARL: An Order-Independent Multi-Agent Transformer via Latent Consensus explores A Transformer-based framework that bridges multi-agent reinforcement learning to single-agent reinforcement learning for improved coordination and performance.. Commercial viability score: 7/10 in Multi-Agent Reinforcement Learning.
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Canonical route: /paper/bridging-marl-to-sarl-an-order-independent-multi-agent-transformer-via-latent-consensus
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Agent Handoff
Canonical ID bridging-marl-to-sarl-an-order-independent-multi-agent-transformer-via-latent-consensus | Route /paper/bridging-marl-to-sarl-an-order-independent-multi-agent-transformer-via-latent-consensus
REST example
curl https://sciencetostartup.com/api/v1/agent-handoff/paper/bridging-marl-to-sarl-an-order-independent-multi-agent-transformer-via-latent-consensusMCP example
{
"tool": "get_paper",
"arguments": {
"arxiv_id": "2604.13472"
}
}source_context
{
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"query": "Bridging MARL to SARL: An Order-Independent Multi-Agent Transformer via Latent Consensus",
"normalized_query": "2604.13472",
"route": "/paper/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,
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}Paper proof page receipt window
/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
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Insufficient data
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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
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%
Lineage hash
26afb66da940dec2c86cb694f2583ef0345a3fcd8fda457a119ce3aec5c5bdf7
Canonical opportunity-kernel lineage hash.
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.
Pending verification refs / 4 sources / Verification pending
references
proof_status
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Dimensions overall score 7.0
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This equation captures one of the core mathematical components of the system. discount factor is denoted by γ ∈[0, 1). We further denote the joint policy by π = {π1, π2, . . . , πn}.
Page and bbox are available; crop image is pending.
This equation captures one of the core mathematical components of the system. π1(a1 = B|O), decreases dramatically. Subsequently, when Agent 1 opts for action A with increased
Page and bbox are available; crop image is pending.
This equation captures one of the core mathematical components of the system. can reduce the probability of π1(a1 = B|O), thereby making it less likely to explore the optimal
Page and bbox are available; crop image is pending.
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