Skip to main content

Buildability / Receipt

Beyond Conservative Automated Driving in Multi-Agent Scenarios via Coupled Model Predictive Control and Deep 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

Watch and verify: Beyond Conservative Automated Driving in Multi-Agent Scenarios via Coupled Model Predictive Control and Deep Reinforcement Learning

/buildability/beyond-conservative-automated-driving-in-multi-agent-scenarios-via-coupled-model-predictive-control-and-deep-reinforceme

Watchwatch

Subject: Beyond Conservative Automated Driving in Multi-Agent Scenarios via Coupled Model Predictive Control and Deep Reinforcement Learning

Verdict

Watch

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

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/beyond-conservative-automated-driving-in-multi-agent-scenarios-via-coupled-model-predictive-control-and-deep-reinforceme

Paper ref

beyond-conservative-automated-driving-in-multi-agent-scenarios-via-coupled-model-predictive-control-and-deep-reinforceme

arXiv id

2604.13891

Freshness

Generated at

2026-04-16T18:20:26.368Z

Evidence freshness

stale

Last verification

2026-04-16T18:20:26.368Z

Sources

3

References

0

Coverage

50%

Hash state

Lineage hash

a121d544c72999387eaef12ef689b0b3c1ad917b8c67d499ff724563ffed63c4

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: references
  • Missing: proof_status
  • Unknown: proof verification has not been recorded yet

Some score or evidence fields are outside the preferred freshness window.

repo_url

references

Missing proof, requirement, signature, approval, adoption, or telemetry fields are blockers and must not be inferred.

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, or external adoption unless explicitly sourced.