Paper Citation Record · LEDGER

Joint UAV Flight and Opportunistic Routing under Reinforcement Learning for Delay-Tolerant Networks

As of 19 August 2026, this Paper Citation Record lists 29 of 29 outbound references and 0 inbound Pith citation observations for arXiv:2608.04590.

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

pith.paper-citation-record.v1
2608.04590 v1

Coverage vector

measured 29 of 29 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T21:23:53.453831Z

measured 29 of 29 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+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 exact6
verified fuzzy6
unresolved11
parse uncertain0
malformed identifier1
metadata mismatch5

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3d96c55f-8675-4ffb-a1f4-0f22386e6bca · outbound

This paper cites Routing Protocols in FANET for Disaster Area Networks: A Review,.

Joint UAV Flight and Opportunistic Routing under Reinforcement Learning for Delay-Tolerant Networks Routing Protocols in FANET for Disaster Area Networks: A Review,

Reference 1

Resolution: verified exact; doi, observed 2026-08-06T21:23:54.114529Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 972a260a-ac89-41d7-b9ab-6dce28d7cb7e · outbound

This paper cites Probabilistic Rout- ing in Intermittently Connected Networks,.

Joint UAV Flight and Opportunistic Routing under Reinforcement Learning for Delay-Tolerant Networks Probabilistic Rout- ing in Intermittently Connected Networks,

Reference 2

Resolution: metadata mismatch; raw_fallback, observed 2026-08-06T21:23:56.864953Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 62cf09e9-30ac-4bad-83a8-e7edfa17a19d · outbound

This paper cites A Routing Protocol for UA V-Assisted Vehicular Delay Tolerant Networks,.

Joint UAV Flight and Opportunistic Routing under Reinforcement Learning for Delay-Tolerant Networks A Routing Protocol for UA V-Assisted Vehicular Delay Tolerant Networks,

Reference 3

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Source-reported events for the cited work

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Observation ec9f8a42-2a5c-4828-96e6-ffaaec9d1a9c · outbound

This paper cites A Novel UA V-assisted V ANET Routing Protocol for Post-Disaster Emergency Communica- tions,.

Joint UAV Flight and Opportunistic Routing under Reinforcement Learning for Delay-Tolerant Networks A Novel UA V-assisted V ANET Routing Protocol for Post-Disaster Emergency Communica- tions,

Reference 4

Resolution: metadata mismatch; raw_fallback, observed 2026-08-06T21:23:56.524025Z

Source-reported events for the cited work

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Observation a653c3be-47bc-4a3f-aa3f-815af1cb2c49 · outbound

This paper cites Reinforcement Learning Based Routing in Net- works: Review and Classification of Approaches,.

Joint UAV Flight and Opportunistic Routing under Reinforcement Learning for Delay-Tolerant Networks Reinforcement Learning Based Routing in Net- works: Review and Classification of Approaches,

Reference 5

Resolution: metadata mismatch; raw_fallback, observed 2026-08-06T21:23:56.275022Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation c33f1f87-3bba-4e83-9cfc-960b403c79c6 · outbound

This paper cites Social and Geographical Routing for Vehicular Delay-Tolerant Networks,.

Joint UAV Flight and Opportunistic Routing under Reinforcement Learning for Delay-Tolerant Networks Social and Geographical Routing for Vehicular Delay-Tolerant Networks,

Reference 6

Resolution: malformed identifier; doi_truncated, observed 2026-08-06T21:23:56.008046Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d2ea5c8d-80fd-4787-aeff-60d7b0659f3d · outbound

This paper cites an unresolved cited work.

Joint UAV Flight and Opportunistic Routing under Reinforcement Learning for Delay-Tolerant Networks Unresolved cited work

Reference 7

Resolution: metadata mismatch; raw_fallback, observed 2026-08-06T21:23:55.807851Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 3cc237ba-8bf5-481f-824c-729536f98a18 · outbound

This paper cites Enhancing DTN Routing Strategies with Deep Reinforcement Learning in Disaster Recovery Networks,.

Joint UAV Flight and Opportunistic Routing under Reinforcement Learning for Delay-Tolerant Networks Enhancing DTN Routing Strategies with Deep Reinforcement Learning in Disaster Recovery Networks,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T21:23:49.916958Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d14f89dc-b810-41fc-bc0c-ae2c468fafd8 · outbound

This paper cites A Noble Route Discovery Technique in UA V Based Delay Tolerant Network for Disaster Management,.

Joint UAV Flight and Opportunistic Routing under Reinforcement Learning for Delay-Tolerant Networks A Noble Route Discovery Technique in UA V Based Delay Tolerant Network for Disaster Management,

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T21:23:50.100708Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1b940aa5-4134-4fc1-8514-5a2588b277f4 · outbound

This paper cites Reinforcement Learning-Based Routing Protocol for Opportunistic Networks,.

Joint UAV Flight and Opportunistic Routing under Reinforcement Learning for Delay-Tolerant Networks Reinforcement Learning-Based Routing Protocol for Opportunistic Networks,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T21:23:50.270344Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 512568de-f74a-4975-b3ed-36c2556e0cf5 · outbound

This paper cites An Improved Spray and Wait Algorithm Based on Q-learning in Delay Tolerant Network,.

Joint UAV Flight and Opportunistic Routing under Reinforcement Learning for Delay-Tolerant Networks An Improved Spray and Wait Algorithm Based on Q-learning in Delay Tolerant Network,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T21:23:50.413849Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e16c345-f187-4302-97e2-20a97d134c52 · outbound

This paper cites Performance Evaluation for Q-Learning Based Anycast Routing Protocol in Unmanned Aerial Vehicle Networks with Multiple Base Stations,.

Joint UAV Flight and Opportunistic Routing under Reinforcement Learning for Delay-Tolerant Networks Performance Evaluation for Q-Learning Based Anycast Routing Protocol in Unmanned Aerial Vehicle Networks with Multiple Base Stations,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T21:23:50.601415Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4f090491-038e-464d-993d-e6e88128fdb6 · outbound

This paper cites Delay-Tolerant Multi-Agent DRL for Trajectory Plan- ning and Transmission Control in UA V-Assisted Wireless Networks,.

Joint UAV Flight and Opportunistic Routing under Reinforcement Learning for Delay-Tolerant Networks Delay-Tolerant Multi-Agent DRL for Trajectory Plan- ning and Transmission Control in UA V-Assisted Wireless Networks,

Reference 13

Resolution: verified exact; raw_fallback, observed 2026-08-06T21:23:55.163522Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 0f3dcd94-3a28-43a5-bc72-0750c9feb77d · outbound

This paper cites Multi-Agent Actor-Critic for Mixed Cooperative- Competitive Environments,.

Joint UAV Flight and Opportunistic Routing under Reinforcement Learning for Delay-Tolerant Networks Multi-Agent Actor-Critic for Mixed Cooperative- Competitive Environments,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:23:57.786658Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation e3c95727-90a9-46fa-bae8-3e4b32fc992e · outbound

This paper cites Counterfactual Multi-Agent Policy Gradients,.

Joint UAV Flight and Opportunistic Routing under Reinforcement Learning for Delay-Tolerant Networks Counterfactual Multi-Agent Policy Gradients,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:23:57.612483Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 26888b46-a5e5-4519-b07a-e8fd19bdc9ce · outbound

This paper cites Proximal Policy Optimization Algorithms.

Joint UAV Flight and Opportunistic Routing under Reinforcement Learning for Delay-Tolerant Networks Proximal Policy Optimization Algorithms

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T21:23:51.351231Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3c43c1d8-0862-4ea5-8a9d-27eb12a52af8 · outbound

This paper cites Routing for Disruption Tolerant Networks: Taxonomy and Design,.

Joint UAV Flight and Opportunistic Routing under Reinforcement Learning for Delay-Tolerant Networks Routing for Disruption Tolerant Networks: Taxonomy and Design,

Reference 17

Resolution: metadata mismatch; raw_fallback, observed 2026-08-06T21:23:54.926468Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation bafc7868-097c-49e9-ba60-f80298a6c5ac · outbound

This paper cites MaxProp: Routing for Vehicle-Based Disruption-Tolerant Networks,.

Joint UAV Flight and Opportunistic Routing under Reinforcement Learning for Delay-Tolerant Networks MaxProp: Routing for Vehicle-Based Disruption-Tolerant Networks,

Reference 18

Resolution: verified exact; doi, observed 2026-08-06T21:23:53.945674Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 65619ef8-9272-45dc-99da-bb4b6b969186 · outbound

This paper cites Epidemic Routing Optimization Algorithm Based on Node Cache Status,.

Joint UAV Flight and Opportunistic Routing under Reinforcement Learning for Delay-Tolerant Networks Epidemic Routing Optimization Algorithm Based on Node Cache Status,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:23:57.454445Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 4c31e836-2520-41bf-957a-09dac4543713 · outbound

This paper cites SR-SAAD: A Social Rank-Based Routing Protocol for Enhanced Efficiency in Delay Tolerant Networks,.

Joint UAV Flight and Opportunistic Routing under Reinforcement Learning for Delay-Tolerant Networks SR-SAAD: A Social Rank-Based Routing Protocol for Enhanced Efficiency in Delay Tolerant Networks,

Reference 20

Resolution: verified exact; doi, observed 2026-08-06T21:23:53.775268Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 02d04ba8-9451-4bc2-adc3-baaffa09fe29 · outbound

This paper cites Comparing Statistical, Analytical, and Learning-Based Rout- ing Approaches for Delay-Tolerant Networks,.

Joint UAV Flight and Opportunistic Routing under Reinforcement Learning for Delay-Tolerant Networks Comparing Statistical, Analytical, and Learning-Based Rout- ing Approaches for Delay-Tolerant Networks,

Reference 21

Resolution: verified exact; doi, observed 2026-08-06T21:23:53.633039Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 10cda158-45e4-41e7-be22-0ad3396ed153 · outbound

This paper cites A Constructive Analysis on Machine Learning Integration in High Delay Tolerant Networking (HDTN),.

Joint UAV Flight and Opportunistic Routing under Reinforcement Learning for Delay-Tolerant Networks A Constructive Analysis on Machine Learning Integration in High Delay Tolerant Networking (HDTN),

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T21:23:52.317538Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dd6fbd9a-51cf-45a4-b262-dc83a4d5a1ed · outbound

This paper cites A Review of Research on W ANG AND Y ANG: JUROR FOR DELAY-TOLERANT NETWORKS 16 Routing Protocols for Unmanned Aerial Vehicle Cluster Self-Organizing Networks,.

Joint UAV Flight and Opportunistic Routing under Reinforcement Learning for Delay-Tolerant Networks A Review of Research on W ANG AND Y ANG: JUROR FOR DELAY-TOLERANT NETWORKS 16 Routing Protocols for Unmanned Aerial Vehicle Cluster Self-Organizing Networks,

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T21:23:52.462393Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a68eeb8a-3c35-4f76-9e52-9dbb43586e02 · outbound

This paper cites Distributed Routing and Data Scheduling in IPNs With GNN-Based Multiagent DRL,.

Joint UAV Flight and Opportunistic Routing under Reinforcement Learning for Delay-Tolerant Networks Distributed Routing and Data Scheduling in IPNs With GNN-Based Multiagent DRL,

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T21:23:52.668204Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b2b85aff-e916-4357-9c27-5482ced8b604 · outbound

This paper cites On the Scaling of Reliable Interplanetary Networks with Deep Reinforce- ment Learning,.

Joint UAV Flight and Opportunistic Routing under Reinforcement Learning for Delay-Tolerant Networks On the Scaling of Reliable Interplanetary Networks with Deep Reinforce- ment Learning,

Reference 25

Resolution: verified exact; raw_fallback, observed 2026-08-06T21:23:54.499017Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ab2691d6-8ded-41ff-b581-a1304ab66bd7 · outbound

This paper cites Rein- forcement Learning with Unsupervised Auxiliary Tasks,.

Joint UAV Flight and Opportunistic Routing under Reinforcement Learning for Delay-Tolerant Networks Rein- forcement Learning with Unsupervised Auxiliary Tasks,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:23:57.306237Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation edccf581-2d9f-4b62-a933-8e5c7177722f · outbound

This paper cites OpenAI Gym.

Joint UAV Flight and Opportunistic Routing under Reinforcement Learning for Delay-Tolerant Networks OpenAI Gym

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-06T21:23:53.277172Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dbf3d028-2d63-42d9-9ca2-8e148d9f1c1b · outbound

This paper cites Tianshou: A Highly Mod- ularized Deep Reinforcement Learning Library,.

Joint UAV Flight and Opportunistic Routing under Reinforcement Learning for Delay-Tolerant Networks Tianshou: A Highly Mod- ularized Deep Reinforcement Learning Library,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:23:57.171382Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 8a9f3d0f-196d-462a-acdb-053e9b3ab50d · outbound

This paper cites The ONE Simulator for DTN Protocol Evaluation,.

Joint UAV Flight and Opportunistic Routing under Reinforcement Learning for Delay-Tolerant Networks The ONE Simulator for DTN Protocol Evaluation,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:23:57.026038Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Pith citing papers

No inbound Pith citation observations are available.