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Paper Citation Record · LEDGER

EPO: Explicit Policy Optimization for Strategic Reasoning in LLMs via Reinforcement Learning

As of 11 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2502.12486.

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

pith.paper-citation-record.v1
2502.12486 v6

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 2026-08-11T06:34:44.6726+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T22:44:50.676445Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-11T13:01:21.040353Z

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 72cd3638-cff6-4741-8ed9-5e56257d19ea · inbound

SAVOIR: Learning Social Savoir-Faire via Shapley-based Reward Attribution cites this paper.

SAVOIR: Learning Social Savoir-Faire via Shapley-based Reward Attribution EPO: Explicit Policy Optimization for Strategic Reasoning in LLMs via Reinforcement Learning

Reference 8

Resolution
verified exact
arxiv_id, observed 2026-05-11T13:01:21.086647Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-10T02:28:06.611688Z digest=sha256:1521ecf53314642d67415dc2e7e41473c4b62e0be521837833525f9e17226e2f

Observation 986a3fc7-fd5c-484f-b128-e60874405cea · inbound

Enhancing Social Intelligence in LLMs with Hierarchical Reasoning and Utterance-Level Goal Rewarding cites this paper.

Enhancing Social Intelligence in LLMs with Hierarchical Reasoning and Utterance-Level Goal Rewarding EPO: Explicit Policy Optimization for Strategic Reasoning in LLMs via Reinforcement Learning

Reference 72

Resolution
unresolved
no resolver link, observed 2026-08-07T22:44:50.676445Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T22:44:50.676445Z digest=sha256:91dd8aa042d228e285521855b1c489467ccda0d3263b231e283e9a232c841c0e