Pith. sign in

Paper Citation Record · LEDGER

A Comparison of Reinforcement Learning Frameworks for Software Testing Tasks

As of 23 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 1 inbound Pith citation observation for arXiv:2208.12136.

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

pith.paper-citation-record.v1
2208.12136 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 1 of 1 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-11T15:11:20.210205Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-11T15:11:20.487496Z

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 bf104cf7-e03c-4952-a8a7-07bca956c68e · inbound

Continuously Learning Bug Locations cites this paper.

Continuously Learning Bug Locations A Comparison of Reinforcement Learning Frameworks for Software Testing Tasks

Reference 42

Resolution
verified exact
local_arxiv, observed 2026-08-11T15:11:20.491963Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T15:11:20.210205Z digest=sha256:d4db81f68a43ab2def390a0c57cfca7a6516ff5b0b0bb51849548ea7d26c74fb