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Paper Citation Record · LEDGER

Black-Box Safety Validation of Autonomous Systems: A Multi-Fidelity Reinforcement Learning Approach

As of 11 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2203.03451.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2203.03451 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 3 of 3 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-10T22:21:28.107493Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-07-09T17:56:25.528494Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 580ce5de-6a70-4496-94cd-b476b75012c1 · inbound

SMTL: A Stratified Logic for Expressive Multi-Level Temporal Specifications cites this paper.

SMTL: A Stratified Logic for Expressive Multi-Level Temporal Specifications Black-Box Safety Validation of Autonomous Systems: A Multi-Fidelity Reinforcement Learning Approach

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-10T22:21:28.107493Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:21:28.107493Z digest=sha256:3118f8df6ec901b81e3138b7da86744c59e85197e9f62d498d78811693b20185

Observation bcda1176-707b-4ba3-98c9-1c16eba4a003 · inbound

Multi-Scale Conformal Prediction: A Theoretical Framework with Coverage Guarantees cites this paper.

Multi-Scale Conformal Prediction: A Theoretical Framework with Coverage Guarantees Black-Box Safety Validation of Autonomous Systems: A Multi-Fidelity Reinforcement Learning Approach

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-08T18:56:27.512355Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T18:56:27.512355Z digest=sha256:b553b8ad685870e43950b06884bdda31012b02f97e6218ccc0a9cb3c8626ada4

Observation 499c5f5d-7da0-46ab-9749-b05fa850f450 · inbound

Validate the Dream Before You Trust Its Verdict: Admissibility for World-Model Simulators cites this paper.

Validate the Dream Before You Trust Its Verdict: Admissibility for World-Model Simulators Black-Box Safety Validation of Autonomous Systems: A Multi-Fidelity Reinforcement Learning Approach

Reference 7

Resolution
metadata mismatch
local_arxiv, observed 2026-07-09T17:56:25.529746Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-09T17:47:00.822691Z digest=sha256:ab69f38d20f29c993e51fb4c2ad6f73d2f6e32adbaca76de216a87589a64af7c