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Paper Citation Record · LEDGER

Reverb: A Framework For Experience Replay

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2102.04736.

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

pith.paper-citation-record.v1
2102.04736 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 2026-08-10T06:31:04.303077+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-09T22:49:48.863354Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T06:06:41.058609Z

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 b2555108-3fb3-42cc-b416-a7faaf784195 · inbound

Advancing Geometry with AI: Multi-agent Generation of Polytopes cites this paper.

Advancing Geometry with AI: Multi-agent Generation of Polytopes Reverb: A Framework For Experience Replay

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-09T22:49:48.863354Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T22:49:48.863354Z digest=sha256:fdffb4de8f81fd5884277081f57555bd85702476cca0cc05cc66c5e4d2b398e8

Observation 6c9941c8-c6c0-45f2-97f7-891629e68679 · inbound

Rollout-Level Advantage-Prioritized Experience Replay for GRPO cites this paper.

Rollout-Level Advantage-Prioritized Experience Replay for GRPO Reverb: A Framework For Experience Replay

Reference 7

Resolution
verified exact
arxiv_id, observed 2026-07-02T06:06:41.061052Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-06-28T07:43:21.284574Z digest=sha256:ed5bc27758ac58de4360bd1c7c7bc86a2b77b513bf92e508c25f410c14164c40