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Paper Citation Record · LEDGER

On Sample-Efficient Generalized Planning via Learned Transition Models

As of 10 August 2026, this Paper Citation Record lists 5 of 5 outbound references and 0 inbound Pith citation observations for arXiv:2602.23148.

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

pith.paper-citation-record.v1
2602.23148 v3

Coverage vector

measured 5 of 5 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-02T20:31:44.354604Z

measured 5 of 5 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

5 of 5 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved4
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 831a0f32-f2e4-4693-b9ff-38d67e2b9b33 · outbound

This paper cites World Models.

On Sample-Efficient Generalized Planning via Learned Transition Models World Models

Reference 2003

Resolution
unresolved
no resolver link, observed 2026-08-02T20:31:44.049242Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T20:31:44.049242Z digest=sha256:20b13d16f72d7bc89f31ff7f98f0ee6d81088805feffca68e23fae258c7292c1

Observation 0f7afde8-686e-4ce8-bd0c-0e89eef0f955 · outbound

This paper cites Chen, Thi´ebaux, and Trevizan (2023) pro- posed GOOSE, a GNN-based heuristic learner that signifi- cantly outperformed STRIPS-HGN and generalized to much larger problem instances.

On Sample-Efficient Generalized Planning via Learned Transition Models Chen, Thi´ebaux, and Trevizan (2023) pro- posed GOOSE, a GNN-based heuristic learner that signifi- cantly outperformed STRIPS-HGN and generalized to much larger problem instances

Reference 2020

Resolution
unresolved
no resolver link, observed 2026-08-02T20:31:44.293340Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T20:31:44.293340Z digest=sha256:ec90101bb3fad2c8dbd868e40e3be4844e2d2f1de87915e160317561d93d433d

Observation 9f69a5e6-6d2e-4564-a2bd-c6ca5ccf8c30 · outbound

This paper cites Plansformer: Generating Symbolic Plans using Transformers.

On Sample-Efficient Generalized Planning via Learned Transition Models Plansformer: Generating Symbolic Plans using Transformers

Reference 2022

Resolution
unresolved
no resolver link, observed 2026-08-02T20:31:44.210715Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T20:31:44.210715Z digest=sha256:5b26632af689805f3c29b98cc67c1d02699c95f846f031f8a457860a443267a2

Observation 9fec6556-c8b0-486c-a711-d27ce3fb4f9d · outbound

This paper cites an unresolved cited work.

On Sample-Efficient Generalized Planning via Learned Transition Models Unresolved cited work

Reference 2023

Resolution
malformed identifier
no resolver link, observed 2026-08-02T20:31:44.354604Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T20:31:44.354604Z digest=sha256:c166397a3f7d01007471cd392d1d114d292e3702319eea1d96f65c9bbb26d5c9

Observation c2f516e8-53dc-4c81-90e0-288a5bf57856 · outbound

This paper cites LLM+P: Empowering Large Language Models with Optimal Planning Proficiency.

On Sample-Efficient Generalized Planning via Learned Transition Models LLM+P: Empowering Large Language Models with Optimal Planning Proficiency

Reference 2024

Resolution
unresolved
no resolver link, observed 2026-08-02T20:31:44.126499Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T20:31:44.126499Z digest=sha256:af049f78c7281eea5e4972976f5c79bbd6a1b9a4846dd7b1c0c69595e9f11413

Pith citing papers

No inbound Pith citation observations are available.