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Paper Citation Record · LEDGER

DeepQTest: Testing Autonomous Driving Systems with Reinforcement Learning and Real-world Weather Data

As of 15 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2310.05170.

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

pith.paper-citation-record.v1
2310.05170 v1

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 2026-08-15T06:32:42.880941+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-10T17:25:04.237035Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-08T11:50:31.544589Z

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 e4f9e063-d540-47cc-bf38-0dc23608d9e9 · inbound

Benchmarking Image Perturbations for Testing Automated Driving Assistance Systems cites this paper.

Benchmarking Image Perturbations for Testing Automated Driving Assistance Systems DeepQTest: Testing Autonomous Driving Systems with Reinforcement Learning and Real-world Weather Data

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-10T17:25:04.237035Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T17:25:04.237035Z digest=sha256:ad87f979aacc0ba2ce2262f1172e50dccb2580b0d7a9efb55a61e0b725582c86

Observation b4443835-2cb1-4c4c-bfc5-e369708c0787 · inbound

OpenCat: Improving Interoperability of ADS Testing cites this paper.

OpenCat: Improving Interoperability of ADS Testing DeepQTest: Testing Autonomous Driving Systems with Reinforcement Learning and Real-world Weather Data

Reference 21

Resolution
verified exact
local_arxiv, observed 2026-08-08T11:50:31.549873Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-08T11:50:30.945509Z digest=sha256:efc01dd0b9cfb8d7079ba7012a5362e2a98760c5cf83e01ec8a093aa8adf09f2

Observation 6240a279-95f5-4fb0-95b3-3ec305c026fd · inbound

Real-World Perturbation Testing of Autonomous Driving Systems cites this paper.

Real-World Perturbation Testing of Autonomous Driving Systems DeepQTest: Testing Autonomous Driving Systems with Reinforcement Learning and Real-world Weather Data

Reference 47

Resolution
unresolved
no resolver link, observed 2026-07-11T11:00:11.637455Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T11:00:11.637455Z digest=sha256:1854c0a10e1fcfb2ba6ed0a8c9322c9131dec62a67a6c1e858c3561d603dc236