Paper Citation Record · LEDGER

A Closer Look at Deep Policy Gradients

As of 12 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 8 inbound Pith citation observations for arXiv:1811.02553.

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

pith.paper-citation-record.v1
1811.02553 v4

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 8 of 8 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 8 of 8 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-11T00:16:23.939980Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-18T00:58:13.774782Z

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 7600e033-5cbb-4ffb-9bb6-944af3d43ab3 · inbound

Scaling Laws for Transfer cites this paper.

Scaling Laws for Transfer A Closer Look at Deep Policy Gradients

Reference 105

Resolution: verified exact; arxiv_id, observed 2026-05-18T00:58:13.778431Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 10c7e4e8-7e60-4f28-9e48-4129d3a094e3 · inbound

A General Language Assistant as a Laboratory for Alignment cites this paper.

A General Language Assistant as a Laboratory for Alignment A Closer Look at Deep Policy Gradients

Reference 147

Resolution: verified exact; arxiv_id, observed 2026-05-11T14:22:59.636822Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 8c65a434-f20d-4e67-afd3-34590bcdfcd5 · inbound

Language Models (Mostly) Know What They Know cites this paper.

Language Models (Mostly) Know What They Know A Closer Look at Deep Policy Gradients

Reference 224

Resolution: verified exact; arxiv_id, observed 2026-05-10T15:42:47.888164Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 02c310d8-ef51-42ea-8c21-7bb9d3055930 · inbound

Graph-attention-based Casual Discovery with Trust Region-navigated Clipping Policy Optimization cites this paper.

Graph-attention-based Casual Discovery with Trust Region-navigated Clipping Policy Optimization A Closer Look at Deep Policy Gradients

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-11T00:16:23.939980Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d6944c20-4bca-479a-9fd6-f58f1b09d5e7 · inbound

Non-Uniform Noise-to-Signal Ratio in the REINFORCE Policy-Gradient Estimator cites this paper.

Non-Uniform Noise-to-Signal Ratio in the REINFORCE Policy-Gradient Estimator A Closer Look at Deep Policy Gradients

Reference 666

Resolution: unresolved; no resolver link, observed 2026-08-03T05:46:45.544917Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 379506dd-ee90-4580-b518-7e1dde57f2bd · inbound

OmniSapiens: A Foundation Model for Social Behavior Processing via Heterogeneity-Aware Relative Policy Optimization cites this paper.

OmniSapiens: A Foundation Model for Social Behavior Processing via Heterogeneity-Aware Relative Policy Optimization A Closer Look at Deep Policy Gradients

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-03T01:06:00.370976Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7dd5cc85-b604-4cb7-af86-976b18d92667 · inbound

Preventing Learning Stagnation in PPO by Scaling to 1 Million Parallel Environments cites this paper.

Preventing Learning Stagnation in PPO by Scaling to 1 Million Parallel Environments A Closer Look at Deep Policy Gradients

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-02T18:45:21.412418Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ca19c73d-8a78-4037-8e60-c6a489932b1c · inbound

ANO: A Principled Approach to Robust Policy Optimization cites this paper.

ANO: A Principled Approach to Robust Policy Optimization A Closer Look at Deep Policy Gradients

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-05-09T05:45:23.311587Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.