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Paper Citation Record · LEDGER

S-EPOA: Overcoming the Indistinguishability of Segments with Skill-Driven Preference-Based Reinforcement Learning

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2408.12130.

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

pith.paper-citation-record.v1
2408.12130 v3

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 2026-08-08T06:32:00.761636+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:12:59.815667Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T16:17:35.964523Z

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 f89b50c1-8f96-4fc7-b1c9-87a7b865bfcf · inbound

CLARIFY: Contrastive Preference Reinforcement Learning for Untangling Ambiguous Queries cites this paper.

CLARIFY: Contrastive Preference Reinforcement Learning for Untangling Ambiguous Queries S-EPOA: Overcoming the Indistinguishability of Segments with Skill-Driven Preference-Based Reinforcement Learning

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-07T12:12:59.815667Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T12:12:59.815667Z digest=sha256:6e46fba2da97cef9a34f22b3b81701af6603f796a20c623d7405b5fccde9665a

Observation 86d955f6-956d-453c-b71f-bf247c652a92 · inbound

Preference-based Multi-Objective Reinforcement Learning cites this paper.

Preference-based Multi-Objective Reinforcement Learning S-EPOA: Overcoming the Indistinguishability of Segments with Skill-Driven Preference-Based Reinforcement Learning

Reference 26

Resolution
verified exact
local_arxiv, observed 2026-08-06T16:17:35.967349Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T16:17:35.749954Z digest=sha256:4704114ee4761ac63a38ecddb45892f6d059cc33731402cb3996362c79abd985