Paper Citation Record · LEDGER

VEM: Environment-Free Exploration for Training GUI Agent with Value Environment Model

As of 20 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 6 inbound Pith citation observations for arXiv:2502.18906.

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

pith.paper-citation-record.v1
2502.18906 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 6 of 6 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 6 of 6 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T11:49:46.349607Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-18T13:41:25.553321Z

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 804926cb-d004-495d-a64b-d8ecafde17e6 · inbound

UFO2: The Desktop AgentOS cites this paper.

UFO2: The Desktop AgentOS VEM: Environment-Free Exploration for Training GUI Agent with Value Environment Model

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-16T11:49:46.349607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1372aead-09ce-45b9-a4b8-73246fe1fc1a · inbound

Large Language Models as Computable Approximations to Solomonoff Induction cites this paper.

Large Language Models as Computable Approximations to Solomonoff Induction VEM: Environment-Free Exploration for Training GUI Agent with Value Environment Model

Reference 81

Resolution: unresolved; no resolver link, observed 2026-08-07T15:16:58.158791Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 54802348-9e11-49bd-a93e-166b08e21376 · inbound

ProgRM: Build Better GUI Agents with Progress Rewards cites this paper.

ProgRM: Build Better GUI Agents with Progress Rewards VEM: Environment-Free Exploration for Training GUI Agent with Value Environment Model

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-07T14:37:49.160588Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a1f79d1-930c-4ed2-b216-473c1c560e03 · inbound

GUI-Actor: Coordinate-Free Visual Grounding for GUI Agents cites this paper.

GUI-Actor: Coordinate-Free Visual Grounding for GUI Agents VEM: Environment-Free Exploration for Training GUI Agent with Value Environment Model

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T11:14:50.821655Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation be03c68d-d9a1-41ea-b830-b23bfc5ca431 · inbound

BIMgent: Towards Autonomous Building Modeling via Computer-use Agents cites this paper.

BIMgent: Towards Autonomous Building Modeling via Computer-use Agents VEM: Environment-Free Exploration for Training GUI Agent with Value Environment Model

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-07T05:43:01.775308Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 26cbd9df-8759-4c2f-870a-2a75c9146bcd · inbound

From Task to Tutorial: An Automated GUI Framework for Excel Tutorial Document and Video Creation cites this paper.

From Task to Tutorial: An Automated GUI Framework for Excel Tutorial Document and Video Creation VEM: Environment-Free Exploration for Training GUI Agent with Value Environment Model

Reference 27

Resolution: verified exact; arxiv_id, observed 2026-05-18T13:41:25.555795Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.