Paper Citation Record · LEDGER

Reinforcement Learning for Delivery Drone-Based Participatory Sensing in Dynamic Environments

As of 10 August 2026, this Paper Citation Record lists 40 of 40 outbound references and 0 inbound Pith citation observations for arXiv:2607.18874.

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

pith.paper-citation-record.v1
2607.18874 v1

Coverage vector

measured 40 of 40 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T14:08:06.766874Z

measured 40 of 40 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

40 of 40 outbound references displayed

verified exact0
verified fuzzy0
unresolved40
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 12b1f123-fd82-47e1-ade8-8bfd9a03cd00 · outbound

This paper cites an unresolved cited work.

Reinforcement Learning for Delivery Drone-Based Participatory Sensing in Dynamic Environments Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-01T14:08:04.171658Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 02cff74d-13ab-47c2-a7df-cd902bf4b2d1 · outbound

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

Reinforcement Learning for Delivery Drone-Based Participatory Sensing in Dynamic Environments An Introduction to Centralized Training for Decentralized Execution in Cooperative Multi-Agent Reinforcement Learning

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-01T14:08:04.235006Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 398598c6-37ee-43d2-a73f-10c8a547f061 · outbound

This paper cites an unresolved cited work.

Reinforcement Learning for Delivery Drone-Based Participatory Sensing in Dynamic Environments Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-01T14:08:04.308865Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ace9fd5d-200d-4f76-b3ee-e8551d757f1d · outbound

This paper cites an unresolved cited work.

Reinforcement Learning for Delivery Drone-Based Participatory Sensing in Dynamic Environments Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-01T14:08:04.366052Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a486f04-98ec-40d6-8178-296700e7e9b6 · outbound

This paper cites an unresolved cited work.

Reinforcement Learning for Delivery Drone-Based Participatory Sensing in Dynamic Environments Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-01T14:08:04.496249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c755e3e2-284b-4508-a5d1-56941cb7c8b2 · outbound

This paper cites Deliversense:Efficientdeliverydroneschedulingfor crowdsensing with deep reinforcement learning.

Reinforcement Learning for Delivery Drone-Based Participatory Sensing in Dynamic Environments Deliversense:Efficientdeliverydroneschedulingfor crowdsensing with deep reinforcement learning

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-01T14:08:04.554623Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ac71a389-a22a-49ac-9015-7d14097e08b0 · outbound

This paper cites Schedulingdrone and mobile charger via hybrid-action deep reinforcement learning.IEEE Trans- actions on Mobile Computing (2025).

Reinforcement Learning for Delivery Drone-Based Participatory Sensing in Dynamic Environments Schedulingdrone and mobile charger via hybrid-action deep reinforcement learning.IEEE Trans- actions on Mobile Computing (2025)

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-01T14:08:04.613627Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f830fc07-dea7-49fa-815e-95f0747cdbb9 · outbound

This paper cites an unresolved cited work.

Reinforcement Learning for Delivery Drone-Based Participatory Sensing in Dynamic Environments Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-01T14:08:04.681965Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 62a70ee8-cd8a-45cf-8c10-1206ec666bef · outbound

This paper cites an unresolved cited work.

Reinforcement Learning for Delivery Drone-Based Participatory Sensing in Dynamic Environments Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-01T14:08:04.757758Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 22f9324a-0a99-4cd7-9cb5-bb7c42b9a3ab · outbound

This paper cites an unresolved cited work.

Reinforcement Learning for Delivery Drone-Based Participatory Sensing in Dynamic Environments Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-01T14:08:04.817602Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 83e5d787-378b-4adb-b335-364b74cf92cd · outbound

This paper cites Hierarchicalre- inforcementlearning:Asurveyandopenresearchchallenges.

Reinforcement Learning for Delivery Drone-Based Participatory Sensing in Dynamic Environments Hierarchicalre- inforcementlearning:Asurveyandopenresearchchallenges

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-01T14:08:04.860716Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a45dfccb-f6ae-4e02-b5e3-5d23dc409443 · outbound

This paper cites an unresolved cited work.

Reinforcement Learning for Delivery Drone-Based Participatory Sensing in Dynamic Environments Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-01T14:08:04.936104Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 643c78cd-4956-4e1b-abea-8dff9bb23ee8 · outbound

This paper cites an unresolved cited work.

Reinforcement Learning for Delivery Drone-Based Participatory Sensing in Dynamic Environments Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-01T14:08:05.009661Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f4cf602-97e9-4917-b600-505396918f01 · outbound

This paper cites an unresolved cited work.

Reinforcement Learning for Delivery Drone-Based Participatory Sensing in Dynamic Environments Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-01T14:08:05.087546Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 16ea0813-012f-4a56-bf7c-c888dcdce7c5 · outbound

This paper cites an unresolved cited work.

Reinforcement Learning for Delivery Drone-Based Participatory Sensing in Dynamic Environments Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-01T14:08:05.151183Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b47c3c40-ebda-4c64-b06a-ee8037e51f2c · outbound

This paper cites Continuous control with deep reinforcement learning.

Reinforcement Learning for Delivery Drone-Based Participatory Sensing in Dynamic Environments Continuous control with deep reinforcement learning

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-01T14:08:05.212067Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b1de5ca-7999-4b19-a938-f9d87737167b · outbound

This paper cites Delay-Sensitive GoodsDeliveryandIn-SituSensingUsingaMulti-TaskDrone.

Reinforcement Learning for Delivery Drone-Based Participatory Sensing in Dynamic Environments Delay-Sensitive GoodsDeliveryandIn-SituSensingUsingaMulti-TaskDrone

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-01T14:08:05.258881Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bf0056b0-3076-473f-ba5c-ce257e0fb72e · outbound

This paper cites an unresolved cited work.

Reinforcement Learning for Delivery Drone-Based Participatory Sensing in Dynamic Environments Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-01T14:08:05.327285Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f40bed7b-e032-4ea9-aca9-8e05e86a97ed · outbound

This paper cites Deepreinforcementlearning-basedwind disturbance rejection control strategy for uav.Drones 8, 11 (2024), 632.

Reinforcement Learning for Delivery Drone-Based Participatory Sensing in Dynamic Environments Deepreinforcementlearning-basedwind disturbance rejection control strategy for uav.Drones 8, 11 (2024), 632

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-01T14:08:05.397858Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fb113fbe-3067-4466-997f-133dc23a25b1 · outbound

This paper cites an unresolved cited work.

Reinforcement Learning for Delivery Drone-Based Participatory Sensing in Dynamic Environments Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-01T14:08:05.467559Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 86d308d8-9b0e-44e2-9374-6285e593b20b · outbound

This paper cites an unresolved cited work.

Reinforcement Learning for Delivery Drone-Based Participatory Sensing in Dynamic Environments Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-01T14:08:05.539868Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 21f592a1-cb69-40d7-a382-c373703a61e9 · outbound

This paper cites Socialdrone:Anin- tegratedsocialmedia anddronesensingsystemfor reliabledisasterresponse.In IEEE INFOCOM 2020-IEEE Conference on Computer Communications.

Reinforcement Learning for Delivery Drone-Based Participatory Sensing in Dynamic Environments Socialdrone:Anin- tegratedsocialmedia anddronesensingsystemfor reliabledisasterresponse.In IEEE INFOCOM 2020-IEEE Conference on Computer Communications

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-01T14:08:05.601874Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 99f141b5-236e-4479-a10a-a92e91b1d2d4 · outbound

This paper cites an unresolved cited work.

Reinforcement Learning for Delivery Drone-Based Participatory Sensing in Dynamic Environments Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-01T14:08:05.658384Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 08d0e47a-a60a-4ebf-abe5-2678412eccd2 · outbound

This paper cites an unresolved cited work.

Reinforcement Learning for Delivery Drone-Based Participatory Sensing in Dynamic Environments Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-01T14:08:05.779185Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5119bbfa-5621-46b9-9637-0d7aee712dd9 · outbound

This paper cites an unresolved cited work.

Reinforcement Learning for Delivery Drone-Based Participatory Sensing in Dynamic Environments Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-01T14:08:05.827679Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3929f689-58d6-4111-9f28-2a29b8946e09 · outbound

This paper cites Learningtocut via hierarchical sequence/set model for efficient mixed-integer programming.

Reinforcement Learning for Delivery Drone-Based Participatory Sensing in Dynamic Environments Learningtocut via hierarchical sequence/set model for efficient mixed-integer programming

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-01T14:08:05.910801Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 29b1f280-a53a-42e9-a7aa-5e5d9278cbac · outbound

This paper cites an unresolved cited work.

Reinforcement Learning for Delivery Drone-Based Participatory Sensing in Dynamic Environments Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-01T14:08:05.993353Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4190a350-cfdb-4975-a602-67cf592f2dc3 · outbound

This paper cites an unresolved cited work.

Reinforcement Learning for Delivery Drone-Based Participatory Sensing in Dynamic Environments Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-01T14:08:06.050523Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fca8d2ab-fb19-4083-aab0-41032f6f59f4 · outbound

This paper cites Learning Cut Selection for Mixed-Integer Linear Programming via Hierarchical Sequence Model.

Reinforcement Learning for Delivery Drone-Based Participatory Sensing in Dynamic Environments Learning Cut Selection for Mixed-Integer Linear Programming via Hierarchical Sequence Model

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-01T14:08:06.109752Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 04746ca1-e712-49ab-9e6c-4e1e9db67b34 · outbound

This paper cites an unresolved cited work.

Reinforcement Learning for Delivery Drone-Based Participatory Sensing in Dynamic Environments Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-01T14:08:06.188233Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bf4973d9-b401-4459-838d-88c1a981694e · outbound

This paper cites an unresolved cited work.

Reinforcement Learning for Delivery Drone-Based Participatory Sensing in Dynamic Environments Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-01T14:08:06.300079Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 46a951be-7037-4e11-b7ca-90097ad72aae · outbound

This paper cites an unresolved cited work.

Reinforcement Learning for Delivery Drone-Based Participatory Sensing in Dynamic Environments Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-01T14:08:06.358358Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ad94533-ea95-42cf-94af-cfbc31742430 · outbound

This paper cites an unresolved cited work.

Reinforcement Learning for Delivery Drone-Based Participatory Sensing in Dynamic Environments Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-01T14:08:06.423180Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1dfd9ef9-ae82-41fd-9af3-61418105d8f6 · outbound

This paper cites an unresolved cited work.

Reinforcement Learning for Delivery Drone-Based Participatory Sensing in Dynamic Environments Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-01T14:08:06.482864Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 24926930-a5b8-4452-a620-2e44773da672 · outbound

This paper cites an unresolved cited work.

Reinforcement Learning for Delivery Drone-Based Participatory Sensing in Dynamic Environments Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-01T14:08:06.556846Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7a8b74f7-34b3-4f8f-8676-2ee0b7ea90ad · outbound

This paper cites an unresolved cited work.

Reinforcement Learning for Delivery Drone-Based Participatory Sensing in Dynamic Environments Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-01T14:08:06.612430Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation de03c415-e043-4dce-8765-5dbd6b83c02b · outbound

This paper cites an unresolved cited work.

Reinforcement Learning for Delivery Drone-Based Participatory Sensing in Dynamic Environments Unresolved cited work

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-01T14:08:06.678924Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 499a3a48-5374-4e14-854b-cc38abc08472 · outbound

This paper cites 2019.Urban computing.

Reinforcement Learning for Delivery Drone-Based Participatory Sensing in Dynamic Environments 2019.Urban computing

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-01T14:08:06.766874Z

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Unavailable: canonical work link unavailable.

Observation c3c6670e-23bf-4746-9e3b-41bde48e4381 · outbound

This paper cites Proximal Policy Optimization Algorithms.

Reinforcement Learning for Delivery Drone-Based Participatory Sensing in Dynamic Environments Proximal Policy Optimization Algorithms

Reference 2017

Resolution: unresolved; no resolver link, observed 2026-08-01T14:08:05.710872Z

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Unavailable: canonical work link unavailable.

Observation 2c4e1c46-f7d9-4aff-9efc-e906126493be · outbound

This paper cites In2025 IEEE 41st International Conference on Data Engineering (ICDE).

Reinforcement Learning for Delivery Drone-Based Participatory Sensing in Dynamic Environments In2025 IEEE 41st International Conference on Data Engineering (ICDE)

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-01T14:08:04.422596Z

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Pith citing papers

No inbound Pith citation observations are available.