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Paper Citation Record · LEDGER

Effective, Platform-Independent GUI Testing via Image Embedding and Reinforcement Learning

As of 17 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2208.09116.

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

pith.paper-citation-record.v1
2208.09116 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 2 of 2 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T06:00:44.186910Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-16T06:02:24.806502Z

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 e0fa3652-695c-4f0b-ba19-b9252ce343f6 · inbound

Deep Reinforcement Learning for Automated Web GUI Testing cites this paper.

Deep Reinforcement Learning for Automated Web GUI Testing Effective, Platform-Independent GUI Testing via Image Embedding and Reinforcement Learning

Reference 66

Resolution
unresolved
no resolver link, observed 2026-08-16T06:00:44.186910Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T06:00:44.186910Z digest=sha256:acccdee556d3ee7244c0fc3e1097cada1fec8e3323381d5a62162c237b2b2f36

Observation 6adbf820-a5eb-4b34-9af7-b28650a3394f · inbound

WebTestPilot: Agentic End-to-End Web Testing against Natural Language Specification by Inferring Oracles with Symbolized GUI Elements cites this paper.

WebTestPilot: Agentic End-to-End Web Testing against Natural Language Specification by Inferring Oracles with Symbolized GUI Elements Effective, Platform-Independent GUI Testing via Image Embedding and Reinforcement Learning

Reference 81

Resolution
verified exact
arxiv_id, observed 2026-05-16T06:02:24.811331Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-16T06:02:14.073712Z digest=sha256:4ece6d01a9e43a77b15ba3e5e99a15e2b8ff99c90e78e931fc34e66b2f68ff4e