Paper Citation Record · LEDGER

Intelligent Multi-UAV Navigation in ITNTNs: A Hierarchical LLM Approach

As of 10 August 2026, this Paper Citation Record lists 16 of 16 outbound references and 0 inbound Pith citation observations for arXiv:2607.18604.

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

pith.paper-citation-record.v1
2607.18604 v1

Coverage vector

measured 16 of 16 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T14:56:39.342351Z

measured 16 of 16 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

16 of 16 outbound references displayed

verified exact0
verified fuzzy0
unresolved16
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 03938652-6824-4b34-8cb0-f8dabafdd4f9 · outbound

This paper cites 3D aerial highway: The key enabler of the retail industry transformation,.

Intelligent Multi-UAV Navigation in ITNTNs: A Hierarchical LLM Approach 3D aerial highway: The key enabler of the retail industry transformation,

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-01T14:56:39.300053Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6bcddf8b-9cdf-462b-b8a7-6739c7d9a6d5 · outbound

This paper cites Multi-UA V speed control with collision avoidance and handover-aware cell association: DRL with action branching,.

Intelligent Multi-UAV Navigation in ITNTNs: A Hierarchical LLM Approach Multi-UA V speed control with collision avoidance and handover-aware cell association: DRL with action branching,

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-01T14:56:39.303678Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 58721130-5526-4af9-a010-c294c2f0667b · outbound

This paper cites HAPS-ITS: Enabling future its services in trans-continental highways,.

Intelligent Multi-UAV Navigation in ITNTNs: A Hierarchical LLM Approach HAPS-ITS: Enabling future its services in trans-continental highways,

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-01T14:56:39.306267Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation da0c261d-e050-4980-a3d4-e33985734a92 · outbound

This paper cites Reinforcement learning for joint V2I network selection and autonomous driving policies,.

Intelligent Multi-UAV Navigation in ITNTNs: A Hierarchical LLM Approach Reinforcement learning for joint V2I network selection and autonomous driving policies,

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-01T14:56:39.309027Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aaf748b2-5494-4554-9123-fea7d96540bc · outbound

This paper cites RL-based cargo-UA V trajectory planning and cell association for minimum handoffs, disconnectivity, and energy con- sumption,.

Intelligent Multi-UAV Navigation in ITNTNs: A Hierarchical LLM Approach RL-based cargo-UA V trajectory planning and cell association for minimum handoffs, disconnectivity, and energy con- sumption,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-01T14:56:39.311939Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0dc9889e-c39e-4e13-96b4-22c8f9adf043 · outbound

This paper cites Dynamics of laser-charged UA Vs: A battery perspective,.

Intelligent Multi-UAV Navigation in ITNTNs: A Hierarchical LLM Approach Dynamics of laser-charged UA Vs: A battery perspective,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-01T14:56:39.315205Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c8f53b67-46d6-4752-8c94-90e8ccc52aab · outbound

This paper cites CVaR-based variational quantum optimization for user association in handoff-aware vehicular networks,.

Intelligent Multi-UAV Navigation in ITNTNs: A Hierarchical LLM Approach CVaR-based variational quantum optimization for user association in handoff-aware vehicular networks,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-01T14:56:39.318204Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a37638e8-ea0d-4a4f-be49-8be046239110 · outbound

This paper cites Aerial Agentic AI: Synergizing LLM and SLM for Low-Altitude Wireless Networks,.

Intelligent Multi-UAV Navigation in ITNTNs: A Hierarchical LLM Approach Aerial Agentic AI: Synergizing LLM and SLM for Low-Altitude Wireless Networks,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-01T14:56:39.321147Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aa227ecb-c4cf-4513-a393-4fe486b6e206 · outbound

This paper cites Hierarchical and Collaborative LLM-Based Control for Multi-UAV Motion and Communication in Integrated Terrestrial and Non-Terrestrial Networks.

Intelligent Multi-UAV Navigation in ITNTNs: A Hierarchical LLM Approach Hierarchical and Collaborative LLM-Based Control for Multi-UAV Motion and Communication in Integrated Terrestrial and Non-Terrestrial Networks

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-01T14:56:39.324190Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 535e1224-fbf6-45af-99df-09fa878a8411 · outbound

This paper cites BDFL: A byzantine-fault-tolerance decentralized federated learning method for autonomous vehicle,.

Intelligent Multi-UAV Navigation in ITNTNs: A Hierarchical LLM Approach BDFL: A byzantine-fault-tolerance decentralized federated learning method for autonomous vehicle,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-01T14:56:39.327326Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 698843b2-f277-4355-8eb2-fc51d39b6053 · outbound

This paper cites Hybrid LLM-DDQN-Based Joint Optimization of V2I Communication and Autonomous Driving,.

Intelligent Multi-UAV Navigation in ITNTNs: A Hierarchical LLM Approach Hybrid LLM-DDQN-Based Joint Optimization of V2I Communication and Autonomous Driving,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-01T14:56:39.329913Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation be65e212-6e2f-4b19-a4e6-0d88e2c710b6 · outbound

This paper cites Qwen3 Technical Report.

Intelligent Multi-UAV Navigation in ITNTNs: A Hierarchical LLM Approach Qwen3 Technical Report

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-01T14:56:39.332288Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 611be7f3-8305-4e60-9b73-632603a25b8f · outbound

This paper cites Cellular-connected UA V in next-generation wireless net- works,.

Intelligent Multi-UAV Navigation in ITNTNs: A Hierarchical LLM Approach Cellular-connected UA V in next-generation wireless net- works,

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-01T14:56:39.335097Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 58845907-5c09-470c-a591-3a1e58661a4f · outbound

This paper cites Learning to fly—a gym environment with pybullet physics for reinforcement learning of multi-agent quadcopter control,.

Intelligent Multi-UAV Navigation in ITNTNs: A Hierarchical LLM Approach Learning to fly—a gym environment with pybullet physics for reinforcement learning of multi-agent quadcopter control,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-01T14:56:39.337388Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 422da8aa-a943-4296-becd-54e870439b07 · outbound

This paper cites A machine learning-based toolbox for p4 pro- grammable data-planes,.

Intelligent Multi-UAV Navigation in ITNTNs: A Hierarchical LLM Approach A machine learning-based toolbox for p4 pro- grammable data-planes,

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-01T14:56:39.340055Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8f8b39a9-d091-4a8e-85cc-9b00f07a70f7 · outbound

This paper cites Generalized multi-objective reinforcement learning with envelope updates in URLLC-enabled vehicular networks,.

Intelligent Multi-UAV Navigation in ITNTNs: A Hierarchical LLM Approach Generalized multi-objective reinforcement learning with envelope updates in URLLC-enabled vehicular networks,

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-01T14:56:39.342351Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.