Paper Citation Record · LEDGER

Value-Based Deep RL Scales Predictably

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 5 inbound Pith citation observations for arXiv:2502.04327.

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

pith.paper-citation-record.v1
2502.04327 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 5 of 5 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:58:52.599976Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-20T23:09:12.714863Z

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 c54498a5-69f8-4676-9eeb-e9dc48e64daa · inbound

Bigger, Regularized, Categorical: High-Capacity Value Functions are Efficient Multi-Task Learners cites this paper.

Bigger, Regularized, Categorical: High-Capacity Value Functions are Efficient Multi-Task Learners Value-Based Deep RL Scales Predictably

Reference 85

Resolution: unresolved; no resolver link, observed 2026-08-07T12:58:52.599976Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e7d746db-8c02-4bce-8d81-72aab31f19d0 · inbound

Scaling DRL for Decision Making: A Survey on Data, Network, and Training Budget Strategies cites this paper.

Scaling DRL for Decision Making: A Survey on Data, Network, and Training Budget Strategies Value-Based Deep RL Scales Predictably

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-06T04:39:06.797394Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b6387637-3a7d-4c8d-ab63-6aa13395de49 · inbound

When Does Non-Uniform Replay Matter in Reinforcement Learning? cites this paper.

When Does Non-Uniform Replay Matter in Reinforcement Learning? Value-Based Deep RL Scales Predictably

Reference 27

Resolution: verified exact; arxiv_id, observed 2026-05-12T05:36:24.580539Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation cadfc5c9-2956-4f39-ade1-1c0075c43668 · inbound

When Does Non-Uniform Replay Matter in Reinforcement Learning? cites this paper.

When Does Non-Uniform Replay Matter in Reinforcement Learning? Value-Based Deep RL Scales Predictably

Reference 27

Resolution: verified exact; arxiv_id, observed 2026-05-13T06:32:24.810267Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 19d61ca9-241b-4520-8130-36a7f28b563c · inbound

When Does Non-Uniform Replay Matter in Reinforcement Learning? cites this paper.

When Does Non-Uniform Replay Matter in Reinforcement Learning? Value-Based Deep RL Scales Predictably

Reference 27

Resolution: verified exact; arxiv_id, observed 2026-05-20T23:09:12.718570Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.