Paper Citation Record · LEDGER

Action-Free Reasoning for Policy Generalization

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 13 inbound Pith citation observations for arXiv:2502.03729.

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

pith.paper-citation-record.v1
2502.03729 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 13 of 13 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 13 of 13 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-03T14:10:34.574895Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T13:59:51.729563Z

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 7f7333b1-494a-4b1c-8d7b-fbd50c2d75de · inbound

Unified Video Action Model cites this paper.

Unified Video Action Model Action-Free Reasoning for Policy Generalization

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-05-13T17:50:29.726268Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation bbf130cc-cd4c-4411-b480-00ad422c9fe4 · inbound

A Survey on Vision-Language-Action Models: An Action Tokenization Perspective cites this paper.

A Survey on Vision-Language-Action Models: An Action Tokenization Perspective Action-Free Reasoning for Policy Generalization

Reference 42

Resolution: verified exact; arxiv_id, observed 2026-05-17T14:08:35.211207Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 9497d1bb-dfc6-4d99-aff4-6494de561241 · inbound

ThinkAct: Vision-Language-Action Reasoning via Reinforced Visual Latent Planning cites this paper.

ThinkAct: Vision-Language-Action Reasoning via Reinforced Visual Latent Planning Action-Free Reasoning for Policy Generalization

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-05-19T03:22:00.945930Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 466848f2-5f09-4f83-9535-b64459d65651 · inbound

Embodied-R1: Reinforced Embodied Reasoning for General Robotic Manipulation cites this paper.

Embodied-R1: Reinforced Embodied Reasoning for General Robotic Manipulation Action-Free Reasoning for Policy Generalization

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-05-18T22:06:51.756606Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e51f694f-44e9-45f0-bee4-99b9c275e3d5 · inbound

InternVLA-M1: A Spatially Guided Vision-Language-Action Framework for Generalist Robot Policy cites this paper.

InternVLA-M1: A Spatially Guided Vision-Language-Action Framework for Generalist Robot Policy Action-Free Reasoning for Policy Generalization

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-14T20:09:39.752113Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 1a66ca93-337e-40fa-9579-b45c991ee445 · inbound

EVE: A Generator-Verifier System for Generative Policies cites this paper.

EVE: A Generator-Verifier System for Generative Policies Action-Free Reasoning for Policy Generalization

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-03T14:10:34.574895Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dbe47202-02eb-4d7a-882b-6be5f0985860 · inbound

DextER: Language-driven Dexterous Grasp Generation with Embodied Reasoning cites this paper.

DextER: Language-driven Dexterous Grasp Generation with Embodied Reasoning Action-Free Reasoning for Policy Generalization

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-05-16T12:07:50.708488Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 0c65971f-8e63-446e-869a-3685a8da7f2a · inbound

Self-Supervised Bootstrapping of Action-Predictive Embodied Reasoning cites this paper.

Self-Supervised Bootstrapping of Action-Predictive Embodied Reasoning Action-Free Reasoning for Policy Generalization

Reference 93

Resolution: verified exact; arxiv_id, observed 2026-05-21T14:04:12.020682Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 0b121d8b-640a-4222-9e37-e31526ad429a · inbound

Being-H0.7: A Latent World-Action Model from Egocentric Videos cites this paper.

Being-H0.7: A Latent World-Action Model from Egocentric Videos Action-Free Reasoning for Policy Generalization

Reference 46

Resolution: verified exact; arxiv_id, observed 2026-05-11T15:01:04.463189Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 0f7201f9-47f2-43ee-829b-e7533768b225 · inbound

General Covariant Action Modeling: Constructing Generalized Manifolds via Spatio-Temporal Decoupling cites this paper.

General Covariant Action Modeling: Constructing Generalized Manifolds via Spatio-Temporal Decoupling Action-Free Reasoning for Policy Generalization

Reference 172

Resolution: metadata mismatch; arxiv_id, observed 2026-06-29T13:33:27.812663Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d78408a6-583f-4203-8340-4805407b16c7 · inbound

Inductive Generalization for Robotic Manipulation cites this paper.

Inductive Generalization for Robotic Manipulation Action-Free Reasoning for Policy Generalization

Reference 44

Resolution: verified exact; arxiv_id, observed 2026-07-04T06:09:36.780941Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 852296ab-c7b1-4484-8a88-cf81b5aa8f09 · inbound

E-TTS: A New Embodied Test-Time Scaling Framework for Robotic Manipulation cites this paper.

E-TTS: A New Embodied Test-Time Scaling Framework for Robotic Manipulation Action-Free Reasoning for Policy Generalization

Reference 10

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T13:59:51.730989Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a0a6036c-4741-403c-8cff-b6b1e00e4028 · inbound

LeapBot-WA: World-Anchor Action Models via Predictive Latent Alignments cites this paper.

LeapBot-WA: World-Anchor Action Models via Predictive Latent Alignments Action-Free Reasoning for Policy Generalization

Reference 42

Resolution: unresolved; no resolver link, observed 2026-07-31T23:29:11.330797Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.