Pith. sign in

Paper Citation Record · LEDGER

Q-Ensemble for Offline RL: Don't Scale the Ensemble, Scale the Batch Size

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 5 inbound Pith citation observations for arXiv:2211.11092.

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

pith.paper-citation-record.v1
2211.11092 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 2026-08-09T06:31:02.800959+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:14:46.138209Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T23:47:28.412322Z

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 4abe55e6-075f-41d3-b5de-45378bc73e6d · inbound

Learning to Trust Bellman Updates: Selective State-Adaptive Regularization for Offline RL cites this paper.

Learning to Trust Bellman Updates: Selective State-Adaptive Regularization for Offline RL Q-Ensemble for Offline RL: Don't Scale the Ensemble, Scale the Batch Size

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-07T14:14:46.138209Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:14:46.138209Z digest=sha256:292511aa76b9e9750497b96b7c89dd533058f36af528d9430ba5b8167879a1d8

Observation d69bd5f6-b29c-4465-8e1a-1022b874b711 · 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 Q-Ensemble for Offline RL: Don't Scale the Ensemble, Scale the Batch Size

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-06T04:39:05.661675Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T04:39:05.661675Z digest=sha256:4f4abaa9090fd3e9c05f24bf537764f8b3d9fb0bc9399b2da8c449bd2a92ddd1

Observation b97def42-d314-4429-8b64-52379f673bea · inbound

AdamO: A Collapse-Suppressed Optimizer for Offline RL cites this paper.

AdamO: A Collapse-Suppressed Optimizer for Offline RL Q-Ensemble for Offline RL: Don't Scale the Ensemble, Scale the Batch Size

Reference 40

Resolution
verified exact
arxiv_id, observed 2026-05-11T11:31:03.454202Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-05-10T14:48:05.166453Z digest=sha256:a83d9aa5e4259ad6518acc67a4294fc6fb3a6357121f6482f4ffc8c7fdf2cdba

Observation d82a7420-8dff-465c-a973-e7194f19b4e7 · inbound

Some Essential Constructive Foundations for Systems and Control cites this paper.

Some Essential Constructive Foundations for Systems and Control Q-Ensemble for Offline RL: Don't Scale the Ensemble, Scale the Batch Size

Reference 8

Resolution
metadata mismatch
arxiv_id, observed 2026-07-02T23:47:28.413744Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-06-27T17:48:35.402903Z digest=sha256:1696ca61eeff30eeb9c99bca1d96f6ca464a4bd627d403231013cc824a010b9c

Observation 612f72d6-63cb-4e19-b33e-2441c80f0a9a · inbound

Conservative Query and Adaptive Regularization for Offline RL Under Uncertainty Estimation cites this paper.

Conservative Query and Adaptive Regularization for Offline RL Under Uncertainty Estimation Q-Ensemble for Offline RL: Don't Scale the Ensemble, Scale the Batch Size

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-01T13:15:13.289352Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T13:15:13.289352Z digest=sha256:743fef87223a215d61a365370975bd343a1540b0488a38efe75ffa3c468f02d2