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Paper Citation Record · LEDGER

Policy Gradient in Robust MDPs with Global Convergence Guarantee

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2212.10439.

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

pith.paper-citation-record.v1
2212.10439 v2

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 2026-08-07T13:03:54.312568Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-10T06:15:00.866473Z

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 6f1da6b5-b889-49a8-8390-6e3e00541838 · inbound

Hybrid Cross-domain Robust Reinforcement Learning cites this paper.

Hybrid Cross-domain Robust Reinforcement Learning Policy Gradient in Robust MDPs with Global Convergence Guarantee

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-07T13:03:54.312568Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:03:54.312568Z digest=sha256:a8a151a4a8d6238d2845ef7873281bd0efab64cf2040a1cfe5701682cc39dfdc

Observation 688869f9-14dd-41c9-a2b6-3d2e51a84e6c · inbound

Optimal Sample Complexity for Single Time-Scale Actor-Critic with Momentum cites this paper.

Optimal Sample Complexity for Single Time-Scale Actor-Critic with Momentum Policy Gradient in Robust MDPs with Global Convergence Guarantee

Reference 55

Resolution
verified exact
arxiv_id, observed 2026-05-16T08:17:35.552011Z

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=2026-05-16T08:12:57.430291Z digest=sha256:9858aad778c9871fa1f600da3b0ca30c695b7d0d09237b70e105bc3c3c945316