Paper Citation Record · LEDGER

Generative AI for Unmanned Vehicle Swarms: Challenges, Applications and Opportunities

As of 22 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2402.18062.

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

pith.paper-citation-record.v1
2402.18062 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 4 of 4 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T12:10:27.724039Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T15:56:54.682606Z

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 6b8127bd-9ca7-4930-a9fb-07310a14803b · inbound

Task Assignment and Exploration Optimization for Low Altitude UAV Rescue via Generative AI Enhanced Multi-agent Reinforcement Learning cites this paper.

Task Assignment and Exploration Optimization for Low Altitude UAV Rescue via Generative AI Enhanced Multi-agent Reinforcement Learning Generative AI for Unmanned Vehicle Swarms: Challenges, Applications and Opportunities

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-16T12:10:27.724039Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b1e6958f-7935-4161-a2ca-484ab5c09c91 · inbound

Generative AI for Autonomous Driving: Frontiers and Opportunities cites this paper.

Generative AI for Autonomous Driving: Frontiers and Opportunities Generative AI for Unmanned Vehicle Swarms: Challenges, Applications and Opportunities

Reference 99

Resolution: unresolved; no resolver link, observed 2026-08-15T21:49:12.942064Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b37944c6-7da8-4287-ab99-0979e3d74ec4 · inbound

Agentic Satellite-Augmented Low-Altitude Economy and Terrestrial Networks: A Survey on Generative Approaches cites this paper.

Agentic Satellite-Augmented Low-Altitude Economy and Terrestrial Networks: A Survey on Generative Approaches Generative AI for Unmanned Vehicle Swarms: Challenges, Applications and Opportunities

Reference 24

Resolution: verified exact; local_arxiv, observed 2026-08-06T15:56:54.737874Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 07778636-ce17-44d9-ae43-3c9843c38bd9 · inbound

AIC-VDS: Attention-Based In-Context Learning for Joint Velocity Control and Data Collection Scheduling in Multi-UAV-Assisted Pipeline Monitoring cites this paper.

AIC-VDS: Attention-Based In-Context Learning for Joint Velocity Control and Data Collection Scheduling in Multi-UAV-Assisted Pipeline Monitoring Generative AI for Unmanned Vehicle Swarms: Challenges, Applications and Opportunities

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-04T11:20:13.778254Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.