Paper Citation Record · LEDGER

Latent Semantic State Estimation for Reliable Swarming of UAVs under Intermittent Connectivity

As of 21 August 2026, this Paper Citation Record lists 29 of 29 outbound references and 0 inbound Pith citation observations for arXiv:2608.08895.

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

pith.paper-citation-record.v1
2608.08895 v1

Coverage vector

measured 29 of 29 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-14T04:25:48.205912Z

measured 29 of 29 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+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

29 of 29 outbound references displayed

verified exact0
verified fuzzy24
unresolved4
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 5dea231b-043d-406e-9bef-03df8b3b0e71 · outbound

This paper cites A Survey of Unmanned Aerial Vehicles (UA V) for Traffic Surveillance,.

Latent Semantic State Estimation for Reliable Swarming of UAVs under Intermittent Connectivity A Survey of Unmanned Aerial Vehicles (UA V) for Traffic Surveillance,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:25:48.476964Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation c3446d6a-1493-4e9e-a4b5-3931abc95a9c · outbound

This paper cites UA V swarm commu- nication and control architectures: A review,.

Latent Semantic State Estimation for Reliable Swarming of UAVs under Intermittent Connectivity UA V swarm commu- nication and control architectures: A review,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:25:48.467117Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 00902eac-7dfa-4a08-89d9-9b3aa47ff5d4 · outbound

This paper cites A comprehensive survey on UA V communication channel modeling,.

Latent Semantic State Estimation for Reliable Swarming of UAVs under Intermittent Connectivity A comprehensive survey on UA V communication channel modeling,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:25:48.456752Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 7915f812-d2dd-4424-ab72-7b8f94a00fd6 · outbound

This paper cites Investigation of air-to-air channel characteristics and a UA V specific extension to the Rice model,.

Latent Semantic State Estimation for Reliable Swarming of UAVs under Intermittent Connectivity Investigation of air-to-air channel characteristics and a UA V specific extension to the Rice model,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:25:48.446843Z

Source-reported events for the cited work

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Observation 226238ea-e79c-4821-a4ab-1d3366b74fb8 · outbound

This paper cites Survey of important issues in UA V communication networks,.

Latent Semantic State Estimation for Reliable Swarming of UAVs under Intermittent Connectivity Survey of important issues in UA V communication networks,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:25:48.437179Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 32239f63-17b7-4523-895b-42ff214a1507 · outbound

This paper cites A tutorial on UA Vs for wireless networks: Applications, challenges, and open problems,.

Latent Semantic State Estimation for Reliable Swarming of UAVs under Intermittent Connectivity A tutorial on UA Vs for wireless networks: Applications, challenges, and open problems,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-14T04:25:48.137227Z

Source-reported events for the cited work

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Observation 19d7c915-2f61-4afb-84db-df33232d8b1d · outbound

This paper cites UA V channel models: Review and future research,.

Latent Semantic State Estimation for Reliable Swarming of UAVs under Intermittent Connectivity UA V channel models: Review and future research,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:25:48.421275Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 4dabeff7-ff50-4cc1-9575-427ec066e93b · outbound

This paper cites Multiagent cooperative search learning with intermittent communication,.

Latent Semantic State Estimation for Reliable Swarming of UAVs under Intermittent Connectivity Multiagent cooperative search learning with intermittent communication,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:25:48.412183Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a776fd2f-f875-4871-a4d3-b2bae4020cde · outbound

This paper cites Message-dropout: An efficient training method for multi-agent deep reinforcement learning,.

Latent Semantic State Estimation for Reliable Swarming of UAVs under Intermittent Connectivity Message-dropout: An efficient training method for multi-agent deep reinforcement learning,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:25:48.402205Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 5a385c66-5988-4fa9-8eac-a6658d6bacf4 · outbound

This paper cites Quantum targeted energy transfer through machine learning tools.

Latent Semantic State Estimation for Reliable Swarming of UAVs under Intermittent Connectivity Quantum targeted energy transfer through machine learning tools

Reference 10

Resolution: metadata mismatch; local_arxiv, observed 2026-08-14T04:25:48.237369Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 4a387d21-38b9-4ead-bf10-0a01e2c6130a · outbound

This paper cites Deep learning enabled semantic communication systems,.

Latent Semantic State Estimation for Reliable Swarming of UAVs under Intermittent Connectivity Deep learning enabled semantic communication systems,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-14T04:25:48.151604Z

Source-reported events for the cited work

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Observation 23bc4650-b187-4197-9764-96d7320e3362 · outbound

This paper cites Learning multiagent commu- nication with backpropagation,.

Latent Semantic State Estimation for Reliable Swarming of UAVs under Intermittent Connectivity Learning multiagent commu- nication with backpropagation,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:25:48.386612Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation c8123dd7-b60e-4441-8947-eb00df9401d0 · outbound

This paper cites Learning to communicate with deep multi-agent reinforcement learning,.

Latent Semantic State Estimation for Reliable Swarming of UAVs under Intermittent Connectivity Learning to communicate with deep multi-agent reinforcement learning,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:25:48.377598Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 96503736-e46e-49b6-a5d9-deffa796d7fa · outbound

This paper cites Multiple unmanned aerial vehicle (multi-UA V) reconnaissance and search with limited communication range using semantic episodic memory in rein- forcement learning,.

Latent Semantic State Estimation for Reliable Swarming of UAVs under Intermittent Connectivity Multiple unmanned aerial vehicle (multi-UA V) reconnaissance and search with limited communication range using semantic episodic memory in rein- forcement learning,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:25:48.367932Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 518ebebd-bc9a-460d-a6a7-e2413f3fe815 · outbound

This paper cites Multi-agent reinforcement learning for cooperative search under aperiodically intermittent communication,.

Latent Semantic State Estimation for Reliable Swarming of UAVs under Intermittent Connectivity Multi-agent reinforcement learning for cooperative search under aperiodically intermittent communication,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:25:48.359628Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a79bcab0-e8b9-4787-8bce-e3e1b73f6754 · outbound

This paper cites FCMNet: Full communication multi-hop network for multi-agent reinforcement learning,.

Latent Semantic State Estimation for Reliable Swarming of UAVs under Intermittent Connectivity FCMNet: Full communication multi-hop network for multi-agent reinforcement learning,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:25:48.350383Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation f2e6cbb0-53df-4809-8048-d52ebb79e4d2 · outbound

This paper cites Centralized training with hybrid execution in multi- agent reinforcement learning via predictive observation imputation,.

Latent Semantic State Estimation for Reliable Swarming of UAVs under Intermittent Connectivity Centralized training with hybrid execution in multi- agent reinforcement learning via predictive observation imputation,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:25:48.341087Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 70840665-edd2-4c0d-9d31-6308630c6715 · outbound

This paper cites Communicating multi-UA V system for cooperative SLAM-based exploration,.

Latent Semantic State Estimation for Reliable Swarming of UAVs under Intermittent Connectivity Communicating multi-UA V system for cooperative SLAM-based exploration,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:25:48.331018Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 07bbcca3-d132-4dca-a55b-654ff5e4cde5 · outbound

This paper cites Multi-UA V adaptive path planning using deep reinforcement learning,.

Latent Semantic State Estimation for Reliable Swarming of UAVs under Intermittent Connectivity Multi-UA V adaptive path planning using deep reinforcement learning,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:25:48.319999Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation e9f97126-53dc-4f67-b2a0-8093fb548864 · outbound

This paper cites Specific attenuation model for rain for use in prediction methods,.

Latent Semantic State Estimation for Reliable Swarming of UAVs under Intermittent Connectivity Specific attenuation model for rain for use in prediction methods,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:25:48.311699Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 252e686e-8d5a-4464-be9a-213793c6c3fa · outbound

This paper cites An Introduction to Centralized Training for Decentralized Execution in Cooperative Multi-Agent Reinforcement Learning.

Latent Semantic State Estimation for Reliable Swarming of UAVs under Intermittent Connectivity An Introduction to Centralized Training for Decentralized Execution in Cooperative Multi-Agent Reinforcement Learning

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-14T04:25:48.181291Z

Source-reported events for the cited work

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Observation 1a463612-8305-4434-8602-735c394e42a5 · outbound

This paper cites The surprising effectiveness of PPO in cooperative multi-agent games,.

Latent Semantic State Estimation for Reliable Swarming of UAVs under Intermittent Connectivity The surprising effectiveness of PPO in cooperative multi-agent games,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:25:48.303587Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 6afc6358-f933-406e-842f-2a98af1897aa · outbound

This paper cites Learning phrase representations using RNN encoder-decoder for statistical machine translation,.

Latent Semantic State Estimation for Reliable Swarming of UAVs under Intermittent Connectivity Learning phrase representations using RNN encoder-decoder for statistical machine translation,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:25:48.294957Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 9235cfba-d8e7-4a84-881d-ff963a7f6563 · outbound

This paper cites Multi- agent actor-critic for mixed cooperative-competitive environments,.

Latent Semantic State Estimation for Reliable Swarming of UAVs under Intermittent Connectivity Multi- agent actor-critic for mixed cooperative-competitive environments,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:25:48.286680Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 09c9f0aa-6ffc-4156-a4c5-bfb9d1a0e097 · outbound

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Latent Semantic State Estimation for Reliable Swarming of UAVs under Intermittent Connectivity Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-14T04:25:48.194170Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 65dfcbcf-a857-491f-b1a1-76a906d7d7f4 · outbound

This paper cites Actor-critic algorithms,.

Latent Semantic State Estimation for Reliable Swarming of UAVs under Intermittent Connectivity Actor-critic algorithms,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:25:48.272538Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 5ae2424c-ea15-4ed6-afeb-d696fbe1f49a · outbound

This paper cites Efficient resource allocation for multi-UA V communication against adjacent and co-channel interfer- ence,.

Latent Semantic State Estimation for Reliable Swarming of UAVs under Intermittent Connectivity Efficient resource allocation for multi-UA V communication against adjacent and co-channel interfer- ence,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:25:48.263844Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 08c8bcdd-4c11-44f2-b388-9d298ce73ed6 · outbound

This paper cites Optimum deployment of multiple UA Vs for coverage area maximization in the presence of co- channel interference,.

Latent Semantic State Estimation for Reliable Swarming of UAVs under Intermittent Connectivity Optimum deployment of multiple UA Vs for coverage area maximization in the presence of co- channel interference,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:25:48.254815Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 450dd310-f48d-49d7-a552-a2ce30aa4266 · outbound

This paper cites A survey of path loss prediction and channel models for unmanned aerial systems for system-level simulations,.

Latent Semantic State Estimation for Reliable Swarming of UAVs under Intermittent Connectivity A survey of path loss prediction and channel models for unmanned aerial systems for system-level simulations,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:25:48.246517Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Pith citing papers

No inbound Pith citation observations are available.