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Paper Citation Record · LEDGER

ISAACS: Iterative Soft Adversarial Actor-Critic for Safety

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2212.03228.

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

pith.paper-citation-record.v1
2212.03228 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 3 of 3 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 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-03T23:58:34.121476Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-11T16:46:07.147934Z

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 8dccdb6c-666c-4fe1-937b-51d6ed9854f1 · inbound

Manifold-constrained Hamilton-Jacobi Reachability Learning for Decentralized Multi-Agent Motion Planning cites this paper.

Manifold-constrained Hamilton-Jacobi Reachability Learning for Decentralized Multi-Agent Motion Planning ISAACS: Iterative Soft Adversarial Actor-Critic for Safety

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-03T23:58:34.121476Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T23:58:34.121476Z digest=sha256:1610fe86cb91507066665548f880d1c7ea2b8b479cb9eecf8adaf66e35b52ab0

Observation c8b7e682-07b0-42f9-a69b-a1b1872427d9 · inbound

TAIL-Safe: Task-Agnostic Safety Monitoring for Imitation Learning Policies cites this paper.

TAIL-Safe: Task-Agnostic Safety Monitoring for Imitation Learning Policies ISAACS: Iterative Soft Adversarial Actor-Critic for Safety

Reference 11

Resolution
verified exact
arxiv_id, observed 2026-05-11T16:46:07.150956Z

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.

source=pdf_text observed=2026-05-09T15:06:12.895166Z digest=sha256:99f4cd96d82d22041d78371809f0603b5751363fb46822dd10ac2c841fc63fe6

Observation 85a0a5f4-1787-4561-9b5f-7991396a062b · inbound

TAIL-Safe: Task-Agnostic Safety Monitoring for Imitation Learning Policies cites this paper.

TAIL-Safe: Task-Agnostic Safety Monitoring for Imitation Learning Policies ISAACS: Iterative Soft Adversarial Actor-Critic for Safety

Reference 12

Resolution
verified exact
arxiv_id, observed 2026-05-11T04:20:59.164300Z

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.

source=pdf_text observed=2026-05-11T01:45:57.472326Z digest=sha256:62425b15c5578bcfd8db757b9be3ab44dc2f6ebcde3abd35548fadd179b0074a