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Paper Citation Record · LEDGER

Using Large Language Models to Automate and Expedite Reinforcement Learning with Reward Machine

As of 17 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2402.07069.

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

pith.paper-citation-record.v1
2402.07069 v1

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 2026-08-16T04:19:22.548079Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-12T05:13:48.910859Z

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 ea6e839c-8dae-4cb1-9884-7649f6b06a81 · inbound

Leveraging LLM for Automated Ontology Extraction and Knowledge Graph Generation cites this paper.

Leveraging LLM for Automated Ontology Extraction and Knowledge Graph Generation Using Large Language Models to Automate and Expedite Reinforcement Learning with Reward Machine

Reference 7

Resolution
metadata mismatch
local_arxiv, observed 2026-08-12T05:13:48.915427Z

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=2026-08-12T05:13:48.806649Z digest=sha256:1ff837e0e939e047b3a748983b3e2178df88736555cb6ef64d861e0c27533e7a

Observation a1866a4a-f6b3-47cb-bebb-de9fb10d23b4 · inbound

A Domain Adaptation of Large Language Models for Classifying Mechanical Assembly Components cites this paper.

A Domain Adaptation of Large Language Models for Classifying Mechanical Assembly Components Using Large Language Models to Automate and Expedite Reinforcement Learning with Reward Machine

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-16T04:19:22.548079Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T04:19:22.548079Z digest=sha256:45d872b0fe50d85fb6968efd05c9f8452bc944f239336eef4f35f14cc85ffd1f