Buildability / Receipt
TwinLoop: Simulation-in-the-Loop Digital Twins for Online Multi-Agent Reinforcement Learning
This public receipt window renders only fields present in the canonical receipt object, deterministic fixture receipt, or canonical evidence receipt. Missing compute, demo, hash, signature, approval, telemetry, and adoption fields stay explicit.
Public buildability page receipt window
Not build-ready: TwinLoop: Simulation-in-the-Loop Digital Twins for Online Multi-Agent Reinforcement Learning
/buildability/twinloop-simulation-in-the-loop-digital-twins-for-online-multi-agent-reinforcement-learning
Subject: TwinLoop: Simulation-in-the-Loop Digital Twins for Online Multi-Agent Reinforcement Learning
Verdict
Ignore
Verdict is Ignore because current viability and proof state do not clear the buildability gate.
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/twinloop-simulation-in-the-loop-digital-twins-for-online-multi-agent-reinforcement-learning
Paper ref
twinloop-simulation-in-the-loop-digital-twins-for-online-multi-agent-reinforcement-learning
arXiv id
2604.06610
Freshness
Generated at
2026-04-10T00:16:29.616Z
Evidence freshness
stale
Last verification
2026-04-10T00:16:29.616Z
Sources
3
References
28
Coverage
67%
Hash state
Lineage hash
6cc99b8f7a6e4d5341070bb98568a02d21162fa2b74d936bdc5cdfc05db6080d
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: repo_url
- Missing: proof_status
- Unknown: proof verification has not been recorded yet
Some score or evidence fields are outside the preferred freshness window.
repo_url
proof_status
Truth Boundary
External gate remains unresolved for live deployment claims.
Buildability surfaces only report computed viability and proof receipts. They do not claim live production usage, pilot outcomes, founder sign-off, public Brier calibration, judge divergence, or external adoption unless explicitly sourced.