Integrity report for D²Evo: Dual Difficulty-Aware Self-Evolution for Data-Efficient Reinforcement Learning

A machine-verified record of the checks Pith has run against this paper: detector runs, findings, signed bundle events, and canonical identifiers.

arXiv:2605.17037 · pith:2026:XZVRNAW7VTNCWLVB5IXFOTN5DP

0Critical

0Advisory

6Detectors run

2026-05-24Last checked

Paper page arXiv integrity.json bundle.json

Detector runs

doi_compliance completed v1.0.0 · findings 0 · 2026-05-24 21:21:35.019961+00:00

doi_title_agreement completed v1.0.0 · findings 0 · 2026-05-24 20:32:36.245715+00:00

claim_evidence completed v1.0.0 · findings 0 · 2026-05-22 18:42:54.391566+00:00

citation_quote_validity skipped v0.1.0 · findings 0 · 2026-05-19 19:49:42.510126+00:00

cited_work_retraction completed v1.0.0 · findings 0 · 2026-05-19 18:51:56.516085+00:00

ai_meta_artifact skipped v1.0.0 · findings 0 · 2026-05-19 18:33:23.001928+00:00

Findings

No public integrity findings for this paper.

Signed record

The machine-readable record for this paper lives at /pith/XZVRNAW7/integrity.json. Pith Number bundles also include signed pith.integrity.v1 events where a Pith Number exists.