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Paper Citation Record · LEDGER

Optimal Behavior Prior: Data-Efficient Human Models for Improved Human-AI Collaboration

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 1 inbound Pith citation observation for arXiv:2211.01602.

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

pith.paper-citation-record.v1
2211.01602 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 1 of 1 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T05:03:15.913192Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-07T05:03:16.100567Z

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 1dfbd0f7-0f19-49c4-ad9c-7f56cb8a88f4 · inbound

Towards Robust Deep Reinforcement Learning against Environmental State Perturbation cites this paper.

Towards Robust Deep Reinforcement Learning against Environmental State Perturbation Optimal Behavior Prior: Data-Efficient Human Models for Improved Human-AI Collaboration

Reference 40

Resolution
verified exact
local_arxiv, observed 2026-08-07T05:03:16.193660Z

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=pdf_text observed=2026-08-07T05:03:15.913192Z digest=sha256:2d25d834e7d9267b08adb8946103021ae269e1a816f0f96e45dde0f8d03aee12