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Paper Citation Record · LEDGER

IL-SOAR : Imitation Learning with Soft Optimistic Actor cRitic

As of 14 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2502.19859.

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

pith.paper-citation-record.v1
2502.19859 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 3 of 3 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-02T20:42:07.959156Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-21T13:10:10.414905Z

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 0c203084-7314-499d-b857-cc1c796acb18 · inbound

Provably avoiding over-optimization in Direct Preference Optimization without knowing the data distribution cites this paper.

Provably avoiding over-optimization in Direct Preference Optimization without knowing the data distribution IL-SOAR : Imitation Learning with Soft Optimistic Actor cRitic

Reference 31

Resolution
verified exact
arxiv_id, observed 2026-05-16T06:37:28.613620Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-16T06:35:30.479542Z digest=sha256:311cb70abb33e8f04711e6b07dfdebee5177e814a843fe2287e00584b5f56788

Observation aa51f6bb-19de-4f1b-8ed2-f1ad7509da29 · inbound

Provably avoiding over-optimization in Direct Preference Optimization without knowing the data distribution cites this paper.

Provably avoiding over-optimization in Direct Preference Optimization without knowing the data distribution IL-SOAR : Imitation Learning with Soft Optimistic Actor cRitic

Reference 31

Resolution
verified exact
arxiv_id, observed 2026-05-21T13:10:10.416682Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-21T13:06:54.002248Z digest=sha256:eeb111352e1a109d99b381df0ad0799077971bb95abfb311044d10ef4d01a66b

Observation bfc5417b-4b1e-42c5-a001-a907e3b2406b · inbound

Multi-agent imitation learning with function approximation: Linear Markov games and beyond cites this paper.

Multi-agent imitation learning with function approximation: Linear Markov games and beyond IL-SOAR : Imitation Learning with Soft Optimistic Actor cRitic

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-02T20:42:07.959156Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T20:42:07.959156Z digest=sha256:97e09e04fa34b8c6e6207f6f8643810976dd5403944b1b1a94aa0412a31313a3