Paper Citation Record · LEDGER

Enhancing Disaster Resilience with UAV-Assisted Edge Computing: A Reinforcement Learning Approach to Managing Heterogeneous Edge Devices

As of 20 August 2026, this Paper Citation Record lists 34 of 34 outbound references and 1 inbound Pith citation observation for arXiv:2501.15305.

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

pith.paper-citation-record.v1
2501.15305 v1

Coverage vector

measured 34 of 34 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T14:28:15.092822Z

measured 35 of 35 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T12:10:27.765662Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-16T12:10:27.985205Z

Reference resolution

34 of 34 outbound references displayed

verified exact0
verified fuzzy0
unresolved33
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f8de3b37-6c2e-4cca-87e9-c4c55b298e74 · outbound

This paper cites an unresolved cited work.

Enhancing Disaster Resilience with UAV-Assisted Edge Computing: A Reinforcement Learning Approach to Managing Heterogeneous Edge Devices Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-10T14:28:15.734610Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation c070ca85-e8fb-4866-b021-8104729c023b · outbound

This paper cites an unresolved cited work.

Enhancing Disaster Resilience with UAV-Assisted Edge Computing: A Reinforcement Learning Approach to Managing Heterogeneous Edge Devices Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-10T14:28:15.720618Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 700013c6-e04d-45d7-8038-033b684f81e1 · outbound

This paper cites an unresolved cited work.

Enhancing Disaster Resilience with UAV-Assisted Edge Computing: A Reinforcement Learning Approach to Managing Heterogeneous Edge Devices Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-10T14:28:15.706984Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 70d202a8-081e-40ac-a443-6ae5bd2ca62f · outbound

This paper cites an unresolved cited work.

Enhancing Disaster Resilience with UAV-Assisted Edge Computing: A Reinforcement Learning Approach to Managing Heterogeneous Edge Devices Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-10T14:28:15.692175Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation cdd1a811-26d1-4d4d-8c20-72f669fe39c4 · outbound

This paper cites an unresolved cited work.

Enhancing Disaster Resilience with UAV-Assisted Edge Computing: A Reinforcement Learning Approach to Managing Heterogeneous Edge Devices Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-10T14:28:15.678447Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 8ea8de5d-3426-4f36-bd04-23bc7632828e · outbound

This paper cites an unresolved cited work.

Enhancing Disaster Resilience with UAV-Assisted Edge Computing: A Reinforcement Learning Approach to Managing Heterogeneous Edge Devices Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-10T14:28:15.664271Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation fa254063-0521-47cb-bc24-703c9b30b955 · outbound

This paper cites an unresolved cited work.

Enhancing Disaster Resilience with UAV-Assisted Edge Computing: A Reinforcement Learning Approach to Managing Heterogeneous Edge Devices Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-10T14:28:15.649198Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 776ee8d4-6a1b-4e49-822c-6e42d014194a · outbound

This paper cites an unresolved cited work.

Enhancing Disaster Resilience with UAV-Assisted Edge Computing: A Reinforcement Learning Approach to Managing Heterogeneous Edge Devices Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-10T14:28:15.634727Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 131c18f4-8fdb-4cc1-a34a-22359a4a47d3 · outbound

This paper cites an unresolved cited work.

Enhancing Disaster Resilience with UAV-Assisted Edge Computing: A Reinforcement Learning Approach to Managing Heterogeneous Edge Devices Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-10T14:28:15.619795Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 969791b2-6f01-4519-babf-12a18299a4ca · outbound

This paper cites an unresolved cited work.

Enhancing Disaster Resilience with UAV-Assisted Edge Computing: A Reinforcement Learning Approach to Managing Heterogeneous Edge Devices Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-10T14:28:15.602597Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation ff82bce4-0ec8-4f3f-89e3-88277de7b5a6 · outbound

This paper cites an unresolved cited work.

Enhancing Disaster Resilience with UAV-Assisted Edge Computing: A Reinforcement Learning Approach to Managing Heterogeneous Edge Devices Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-10T14:28:15.588248Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 55b19e6e-635b-44c2-9472-c6cf44dee36e · outbound

This paper cites an unresolved cited work.

Enhancing Disaster Resilience with UAV-Assisted Edge Computing: A Reinforcement Learning Approach to Managing Heterogeneous Edge Devices Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-10T14:28:15.571388Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 5d8dfc6d-842c-4945-8033-9ed9bcb1632d · outbound

This paper cites an unresolved cited work.

Enhancing Disaster Resilience with UAV-Assisted Edge Computing: A Reinforcement Learning Approach to Managing Heterogeneous Edge Devices Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-10T14:28:15.556311Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation ba87e54f-be91-4137-9245-af4b043cacf8 · outbound

This paper cites an unresolved cited work.

Enhancing Disaster Resilience with UAV-Assisted Edge Computing: A Reinforcement Learning Approach to Managing Heterogeneous Edge Devices Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-10T14:28:15.540338Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation ac3036a8-0100-4e7b-9642-1086073e146c · outbound

This paper cites an unresolved cited work.

Enhancing Disaster Resilience with UAV-Assisted Edge Computing: A Reinforcement Learning Approach to Managing Heterogeneous Edge Devices Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-10T14:28:14.979836Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab7d6330-890a-4851-b33c-bfc6ae54e2bf · outbound

This paper cites an unresolved cited work.

Enhancing Disaster Resilience with UAV-Assisted Edge Computing: A Reinforcement Learning Approach to Managing Heterogeneous Edge Devices Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-10T14:28:15.514728Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 02e043fb-477d-40dc-9ec0-ab2e26b41a5d · outbound

This paper cites an unresolved cited work.

Enhancing Disaster Resilience with UAV-Assisted Edge Computing: A Reinforcement Learning Approach to Managing Heterogeneous Edge Devices Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-10T14:28:15.498896Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 684fdf21-b91e-4ff3-956f-02a22697e180 · outbound

This paper cites an unresolved cited work.

Enhancing Disaster Resilience with UAV-Assisted Edge Computing: A Reinforcement Learning Approach to Managing Heterogeneous Edge Devices Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-10T14:28:15.483457Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation a87ca093-da2f-456c-8631-eb4e9f33d118 · outbound

This paper cites an unresolved cited work.

Enhancing Disaster Resilience with UAV-Assisted Edge Computing: A Reinforcement Learning Approach to Managing Heterogeneous Edge Devices Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-10T14:28:15.466491Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 09d1fc23-3de0-43ca-8789-e9d285e2c3f0 · outbound

This paper cites an unresolved cited work.

Enhancing Disaster Resilience with UAV-Assisted Edge Computing: A Reinforcement Learning Approach to Managing Heterogeneous Edge Devices Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-10T14:28:15.445877Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 6985b8d1-c49f-4b11-9f88-28c9cd9eefdb · outbound

This paper cites an unresolved cited work.

Enhancing Disaster Resilience with UAV-Assisted Edge Computing: A Reinforcement Learning Approach to Managing Heterogeneous Edge Devices Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-10T14:28:15.009668Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f3ee80e1-f69e-490d-bd0d-a6305cd1f304 · outbound

This paper cites an unresolved cited work.

Enhancing Disaster Resilience with UAV-Assisted Edge Computing: A Reinforcement Learning Approach to Managing Heterogeneous Edge Devices Unresolved cited work

Reference 22

Resolution: metadata mismatch; raw_fallback, observed 2026-08-10T14:28:15.232887Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation be0aa324-995d-425a-8745-0c61f51621a6 · outbound

This paper cites an unresolved cited work.

Enhancing Disaster Resilience with UAV-Assisted Edge Computing: A Reinforcement Learning Approach to Managing Heterogeneous Edge Devices Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-10T14:28:15.419335Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 5057d8fa-11ad-41b3-85cd-0f544b016f7d · outbound

This paper cites an unresolved cited work.

Enhancing Disaster Resilience with UAV-Assisted Edge Computing: A Reinforcement Learning Approach to Managing Heterogeneous Edge Devices Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-10T14:28:15.404451Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation a1bb1cc0-129a-4cc7-bdda-d5421feef615 · outbound

This paper cites an unresolved cited work.

Enhancing Disaster Resilience with UAV-Assisted Edge Computing: A Reinforcement Learning Approach to Managing Heterogeneous Edge Devices Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-10T14:28:15.389407Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 17053745-18ec-4126-931c-ee6ad5f5c003 · outbound

This paper cites an unresolved cited work.

Enhancing Disaster Resilience with UAV-Assisted Edge Computing: A Reinforcement Learning Approach to Managing Heterogeneous Edge Devices Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-10T14:28:15.373276Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 2f4ed50e-b9c8-4776-8a81-edf4459e2cda · outbound

This paper cites an unresolved cited work.

Enhancing Disaster Resilience with UAV-Assisted Edge Computing: A Reinforcement Learning Approach to Managing Heterogeneous Edge Devices Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-10T14:28:15.356556Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 02704b73-78bd-4811-948a-6f18311d908d · outbound

This paper cites an unresolved cited work.

Enhancing Disaster Resilience with UAV-Assisted Edge Computing: A Reinforcement Learning Approach to Managing Heterogeneous Edge Devices Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-10T14:28:15.341365Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 5f96d86e-2c82-4bb0-9e62-763b0343f187 · outbound

This paper cites an unresolved cited work.

Enhancing Disaster Resilience with UAV-Assisted Edge Computing: A Reinforcement Learning Approach to Managing Heterogeneous Edge Devices Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-10T14:28:15.326055Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 3ecd9170-240c-435c-b265-4f3981c72d78 · outbound

This paper cites an unresolved cited work.

Enhancing Disaster Resilience with UAV-Assisted Edge Computing: A Reinforcement Learning Approach to Managing Heterogeneous Edge Devices Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-10T14:28:15.309351Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation b927a729-c52f-4aad-a864-592d5244d625 · outbound

This paper cites an unresolved cited work.

Enhancing Disaster Resilience with UAV-Assisted Edge Computing: A Reinforcement Learning Approach to Managing Heterogeneous Edge Devices Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-10T14:28:15.293564Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 081eed0c-e1c8-4157-97d4-8b5cda317e9f · outbound

This paper cites an unresolved cited work.

Enhancing Disaster Resilience with UAV-Assisted Edge Computing: A Reinforcement Learning Approach to Managing Heterogeneous Edge Devices Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-10T14:28:15.278985Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation c88e862a-0545-4c4c-a414-cc21a49e2f3d · outbound

This paper cites an unresolved cited work.

Enhancing Disaster Resilience with UAV-Assisted Edge Computing: A Reinforcement Learning Approach to Managing Heterogeneous Edge Devices Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-10T14:28:15.263960Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 62f48b32-f46a-4c8b-9c21-4ff686a9e8e2 · outbound

This paper cites an unresolved cited work.

Enhancing Disaster Resilience with UAV-Assisted Edge Computing: A Reinforcement Learning Approach to Managing Heterogeneous Edge Devices Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-10T14:28:15.248285Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Pith citing papers

Observation ac275383-fab6-4233-ae86-be340577d301 · 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 Enhancing Disaster Resilience with UAV-Assisted Edge Computing: A Reinforcement Learning Approach to Managing Heterogeneous Edge Devices

Reference 13

Resolution: verified exact; local_arxiv, observed 2026-08-16T12:10:27.992480Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.