Paper Citation Record · LEDGER

On the Sample Complexity of Actor-Critic Method for Reinforcement Learning with Function Approximation

As of 17 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:1910.08412.

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

pith.paper-citation-record.v1
1910.08412 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 4 of 4 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T04:39:04.009195Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-08T22:35:40.675019Z

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 76331952-d21d-4999-9597-0720a0dcf5e4 · inbound

Global Optimality of Single-Timescale Actor-Critic under Continuous State-Action Space: A Study on Linear Quadratic Regulator cites this paper.

Global Optimality of Single-Timescale Actor-Critic under Continuous State-Action Space: A Study on Linear Quadratic Regulator On the Sample Complexity of Actor-Critic Method for Reinforcement Learning with Function Approximation

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-16T04:39:04.009195Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 398f1524-3b99-476b-9ca3-72b141f8ea7c · 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 On the Sample Complexity of Actor-Critic Method for Reinforcement Learning with Function Approximation

Reference 32

Resolution: verified exact; arxiv_id, observed 2026-05-16T08:17:36.508285Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation eb8569cc-b94b-4793-90b0-1f33a7370b32 · inbound

Stationary Robust Mean-Field Games under Model Mismatches cites this paper.

Stationary Robust Mean-Field Games under Model Mismatches On the Sample Complexity of Actor-Critic Method for Reinforcement Learning with Function Approximation

Reference 32

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T08:49:42.706288Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 2d1ce6e5-525b-4205-af88-7218551f130d · inbound

Strategic Bargaining in Multi-Buyer Markets: Reinforcement Learning from Verifiable Rewards for LLM Negotiations cites this paper.

Strategic Bargaining in Multi-Buyer Markets: Reinforcement Learning from Verifiable Rewards for LLM Negotiations On the Sample Complexity of Actor-Critic Method for Reinforcement Learning with Function Approximation

Reference 172

Resolution: metadata mismatch; local_arxiv, observed 2026-07-08T22:35:40.676308Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.