Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
On the Convergence and Optimality of Policy Gradient for Markov Coherent Risk
As of 13 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2103.02827.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-10T15:56:30.995772Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-11T03:50:55.422162Z
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 5c9e1baa-7f6b-46ef-a35c-78b808250c3d · inbound
Semismooth Newton Methods for Risk-Averse Markov Decision Processes cites this paper.
Semismooth Newton Methods for Risk-Averse Markov Decision Processes On the Convergence and Optimality of Policy Gradient for Markov Coherent Risk
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:56:30.995772Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1f836ee4-1520-49bd-bf1d-cfc761048c40 · inbound
Actor-Critic Algorithm for Dynamic Expectile and CVaR cites this paper.
Actor-Critic Algorithm for Dynamic Expectile and CVaR On the Convergence and Optimality of Policy Gradient for Markov Coherent Risk
Reference 21
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T03:50:55.427882Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.