Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Deep Reinforcement Learning for Automated Web GUI Testing
As of 16 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2504.19237.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-07T12:07:54.945249Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-01T16:55:51.266893Z
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 2e854db7-891f-410f-9fbe-4a9b706a7bd0 · inbound
Temac: Multi-Agent Collaboration for Automated Web GUI Testing cites this paper.
Temac: Multi-Agent Collaboration for Automated Web GUI Testing Deep Reinforcement Learning for Automated Web GUI Testing
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:07:54.945249Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8c85e4fe-6f71-4470-bad7-48f0cad54878 · 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 Deep Reinforcement Learning for Automated Web GUI Testing
Reference 21
- Resolution
- verified exact
- arxiv_id, observed 2026-05-16T06:02:24.832334Z
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.
Observation 212c3b74-873c-4e38-ad36-56fbdae65328 · inbound
LLM-Assisted Model-Based GUI Testing for Vue.js Web Applications cites this paper.
LLM-Assisted Model-Based GUI Testing for Vue.js Web Applications Deep Reinforcement Learning for Automated Web GUI Testing
Reference 17
- Resolution
- verified exact
- arxiv_id, observed 2026-07-01T16:55:51.268734Z
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.