Paper Citation Record · LEDGER

Graph Attention-based Decentralized Actor-Critic for Dual-Objective Control of Multi-UAV Swarms

As of 7 August 2026, this Paper Citation Record lists 20 of 20 outbound references and 0 inbound Pith citation observations for arXiv:2506.09195.

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

pith.paper-citation-record.v1
2506.09195 v1

Coverage vector

measured 20 of 20 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T05:02:13.288657Z

measured 20 of 20 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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

20 of 20 outbound references displayed

verified exact0
verified fuzzy18
unresolved2
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation fff41664-7203-412c-9dbc-5c89e4e4ddc7 · outbound

This paper cites Multi-UA V navigation for partially observable commu- nication coverage by graph reinforcement learning,.

Graph Attention-based Decentralized Actor-Critic for Dual-Objective Control of Multi-UAV Swarms Multi-UA V navigation for partially observable commu- nication coverage by graph reinforcement learning,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:02:17.637991Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 888e8c20-1c83-4b16-bc56-7cf6da0d0868 · outbound

This paper cites Online trajectory and resource optimization for stochastic UA V-enabled MEC systems,.

Graph Attention-based Decentralized Actor-Critic for Dual-Objective Control of Multi-UAV Swarms Online trajectory and resource optimization for stochastic UA V-enabled MEC systems,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:02:17.415608Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 224bff48-641b-41bb-b2bd-257c02741ed1 · outbound

This paper cites Fair and energy-efficient coverage optimization for UA V placement problem in the cellular network,.

Graph Attention-based Decentralized Actor-Critic for Dual-Objective Control of Multi-UAV Swarms Fair and energy-efficient coverage optimization for UA V placement problem in the cellular network,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:02:17.212220Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 8950c42f-503a-44b5-a121-7292039c01f8 · outbound

This paper cites Distributed algorithms for maximum lifetime routing in wireless sensor networks,.

Graph Attention-based Decentralized Actor-Critic for Dual-Objective Control of Multi-UAV Swarms Distributed algorithms for maximum lifetime routing in wireless sensor networks,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:02:16.903242Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6b75e128-0be7-4c2e-bf58-cbb0a0acafec · outbound

This paper cites Cooperative trajectory design of multiple UA V base stations with heterogeneous graph neural networks,.

Graph Attention-based Decentralized Actor-Critic for Dual-Objective Control of Multi-UAV Swarms Cooperative trajectory design of multiple UA V base stations with heterogeneous graph neural networks,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:02:16.696547Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 840d8fb7-1340-4e27-bbf3-fcad068e7ee3 · outbound

This paper cites Trust region policy optimization,.

Graph Attention-based Decentralized Actor-Critic for Dual-Objective Control of Multi-UAV Swarms Trust region policy optimization,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:02:16.477779Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b8c18135-5672-4b1f-868e-7ef13dbbf6cb · outbound

This paper cites Proximal Policy Optimization Algorithms.

Graph Attention-based Decentralized Actor-Critic for Dual-Objective Control of Multi-UAV Swarms Proximal Policy Optimization Algorithms

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T05:02:12.364308Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 29842fb0-f866-42c6-bbbd-3bed09a81a91 · outbound

This paper cites Energy harvesting reconfigurable intelligent surface for UA V based on robust deep reinforcement learning,.

Graph Attention-based Decentralized Actor-Critic for Dual-Objective Control of Multi-UAV Swarms Energy harvesting reconfigurable intelligent surface for UA V based on robust deep reinforcement learning,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T05:02:12.431348Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f38f53a-17fb-41be-9928-a4e50b10e9d3 · outbound

This paper cites Deep reinforcement learning-based online resource management for UA V-assisted edge computing with dual connectivity,.

Graph Attention-based Decentralized Actor-Critic for Dual-Objective Control of Multi-UAV Swarms Deep reinforcement learning-based online resource management for UA V-assisted edge computing with dual connectivity,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:02:16.184546Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 41545f6b-327f-4cf2-abf6-29d2236d9175 · outbound

This paper cites Deep reinforcement learning-based mining task offloading scheme for intelligent connected vehicles in UA V-aided MEC,.

Graph Attention-based Decentralized Actor-Critic for Dual-Objective Control of Multi-UAV Swarms Deep reinforcement learning-based mining task offloading scheme for intelligent connected vehicles in UA V-aided MEC,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:02:15.895572Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 43d2ff39-0a1a-4609-b351-e2f75c814520 · outbound

This paper cites Dynamic offloading and trajectory control for UA V- enabled mobile edge computing system with energy harvesting devices,.

Graph Attention-based Decentralized Actor-Critic for Dual-Objective Control of Multi-UAV Swarms Dynamic offloading and trajectory control for UA V- enabled mobile edge computing system with energy harvesting devices,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:02:15.584949Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e9f42eba-f98b-4b05-90e6-f8730396dec1 · outbound

This paper cites Resource allocation for NOMA-enabled cognitive satel- lite–UA V–terrestrial networks with imperfect CSI,.

Graph Attention-based Decentralized Actor-Critic for Dual-Objective Control of Multi-UAV Swarms Resource allocation for NOMA-enabled cognitive satel- lite–UA V–terrestrial networks with imperfect CSI,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:02:15.321206Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c17fa3dc-201e-4ae8-9d9d-f158ca8c5e91 · outbound

This paper cites Space-air-ground integrated networks: Spherical stochas- tic geometry-based uplink connectivity analysis,.

Graph Attention-based Decentralized Actor-Critic for Dual-Objective Control of Multi-UAV Swarms Space-air-ground integrated networks: Spherical stochas- tic geometry-based uplink connectivity analysis,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:02:15.070265Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4637a8f3-b019-4186-835c-0e80b93fd4bb · outbound

This paper cites UA V-assisted secure uplink communications in satellite- supported IoT: Secrecy fairness approach,.

Graph Attention-based Decentralized Actor-Critic for Dual-Objective Control of Multi-UAV Swarms UA V-assisted secure uplink communications in satellite- supported IoT: Secrecy fairness approach,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:02:14.770205Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 149c861b-fbab-4dae-a76c-8fa6e5c4dc38 · outbound

This paper cites Intelligent UA V swarm cooperation for multiple targets tracking,.

Graph Attention-based Decentralized Actor-Critic for Dual-Objective Control of Multi-UAV Swarms Intelligent UA V swarm cooperation for multiple targets tracking,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:02:14.537993Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f0919d15-5ccc-480f-8f34-558f757da208 · outbound

This paper cites Efficient and secured swarm pattern multi-UA V com- munication,.

Graph Attention-based Decentralized Actor-Critic for Dual-Objective Control of Multi-UAV Swarms Efficient and secured swarm pattern multi-UA V com- munication,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:02:14.370992Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 475cc47b-871f-4d37-b7ae-486593c89318 · outbound

This paper cites Energy-efficient UA V control for effective and fair communication coverage: A deep reinforcement learning approach,.

Graph Attention-based Decentralized Actor-Critic for Dual-Objective Control of Multi-UAV Swarms Energy-efficient UA V control for effective and fair communication coverage: A deep reinforcement learning approach,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:02:14.230662Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 235db06b-1dad-41ce-a792-27adaf9717be · outbound

This paper cites Multi-agent reinforcement learning with policy clipping and average evaluation for UA V-assisted communication markov game,.

Graph Attention-based Decentralized Actor-Critic for Dual-Objective Control of Multi-UAV Swarms Multi-agent reinforcement learning with policy clipping and average evaluation for UA V-assisted communication markov game,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:02:13.969093Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b54a3e76-59ca-4edc-8d7f-f7eaffa6d242 · outbound

This paper cites UA V swarm cooperative target search: A multi-agent reinforcement learning approach,.

Graph Attention-based Decentralized Actor-Critic for Dual-Objective Control of Multi-UAV Swarms UA V swarm cooperative target search: A multi-agent reinforcement learning approach,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:02:13.764090Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 462b2a3a-4360-4f72-9d28-3114eeb624cd · outbound

This paper cites Approximately optimal approximate reinforcement learning,.

Graph Attention-based Decentralized Actor-Critic for Dual-Objective Control of Multi-UAV Swarms Approximately optimal approximate reinforcement learning,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:02:13.494185Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Pith citing papers

No inbound Pith citation observations are available.