Paper Citation Record · LEDGER

TRUAV: Distributed Multi-Agent Reinforcement Learning for Trajectory Planning and Routing Enhancement in UAV-Aided IoT-Enabled VANETs

As of 11 August 2026, this Paper Citation Record lists 14 of 14 outbound references and 0 inbound Pith citation observations for arXiv:2607.23734.

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

pith.paper-citation-record.v1
2607.23734 v1

Coverage vector

measured 14 of 14 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-30T14:32:44.039908Z

measured 14 of 14 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+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

14 of 14 outbound references displayed

verified exact0
verified fuzzy0
unresolved14
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 767e8eae-a5c6-4df5-ac01-e1af4f632642 · outbound

This paper cites A robust trust management system for v2x networks integrating isac with blockchain smart contracts,.

TRUAV: Distributed Multi-Agent Reinforcement Learning for Trajectory Planning and Routing Enhancement in UAV-Aided IoT-Enabled VANETs A robust trust management system for v2x networks integrating isac with blockchain smart contracts,

Reference 1

Resolution: unresolved; no resolver link, observed 2026-07-30T14:32:43.948759Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5774f21b-58bb-4ab2-9df5-87562ed74c55 · outbound

This paper cites The role of isac in 6g networks: Enabling next-generation wireless systems,.

TRUAV: Distributed Multi-Agent Reinforcement Learning for Trajectory Planning and Routing Enhancement in UAV-Aided IoT-Enabled VANETs The role of isac in 6g networks: Enabling next-generation wireless systems,

Reference 2

Resolution: unresolved; no resolver link, observed 2026-07-30T14:32:43.954145Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f760dd76-60a5-4f4a-8f70-91deed5a26ec · outbound

This paper cites Low-altitude wireless networks: A comprehensive survey,.

TRUAV: Distributed Multi-Agent Reinforcement Learning for Trajectory Planning and Routing Enhancement in UAV-Aided IoT-Enabled VANETs Low-altitude wireless networks: A comprehensive survey,

Reference 3

Resolution: unresolved; no resolver link, observed 2026-07-30T14:32:43.959717Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4648e00f-90a5-4210-bbd4-8fdd25fb43eb · outbound

This paper cites Mobile edge computing via a uav- mounted cloudlet: Optimization of bit allocation and path planning,.

TRUAV: Distributed Multi-Agent Reinforcement Learning for Trajectory Planning and Routing Enhancement in UAV-Aided IoT-Enabled VANETs Mobile edge computing via a uav- mounted cloudlet: Optimization of bit allocation and path planning,

Reference 4

Resolution: unresolved; no resolver link, observed 2026-07-30T14:32:43.968233Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3832fd48-a71a-4d76-b947-69190a81fcb1 · outbound

This paper cites Caching on the sky: A multiagent federated reinforcement learning approach for uav-assisted edge caching,.

TRUAV: Distributed Multi-Agent Reinforcement Learning for Trajectory Planning and Routing Enhancement in UAV-Aided IoT-Enabled VANETs Caching on the sky: A multiagent federated reinforcement learning approach for uav-assisted edge caching,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-07-30T14:32:43.975880Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b48ec23c-7f96-4af3-bb94-a9ffa7ab585b · outbound

This paper cites Deep reinforcement learning- based adaptive collision avoidance method for uav in joint operational airspace,.

TRUAV: Distributed Multi-Agent Reinforcement Learning for Trajectory Planning and Routing Enhancement in UAV-Aided IoT-Enabled VANETs Deep reinforcement learning- based adaptive collision avoidance method for uav in joint operational airspace,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-07-30T14:32:43.982501Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 57db1494-915a-4b8a-a9bb-3ae0b1e78b2c · outbound

This paper cites Decoupled association with rate splitting multiple access in uav-assisted cellular networks using multi-agent deep reinforcement learning,.

TRUAV: Distributed Multi-Agent Reinforcement Learning for Trajectory Planning and Routing Enhancement in UAV-Aided IoT-Enabled VANETs Decoupled association with rate splitting multiple access in uav-assisted cellular networks using multi-agent deep reinforcement learning,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-07-30T14:32:43.988920Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b354f9d-9dc7-46e9-93d0-b9a961c560e0 · outbound

This paper cites Predictive path planning of multiple uavs for effective network hotspot coverage,.

TRUAV: Distributed Multi-Agent Reinforcement Learning for Trajectory Planning and Routing Enhancement in UAV-Aided IoT-Enabled VANETs Predictive path planning of multiple uavs for effective network hotspot coverage,

Reference 9

Resolution: unresolved; no resolver link, observed 2026-07-30T14:32:43.998691Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f4df9c1a-86f6-4116-ac83-939dd67e7a8b · outbound

This paper cites Opti- mized routing protocol through exploitation of trajectory knowledge for uav swarms,.

TRUAV: Distributed Multi-Agent Reinforcement Learning for Trajectory Planning and Routing Enhancement in UAV-Aided IoT-Enabled VANETs Opti- mized routing protocol through exploitation of trajectory knowledge for uav swarms,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-07-30T14:32:44.009843Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 20d1b90d-c1f4-4223-aaa1-fda3ef88e085 · outbound

This paper cites Joint uav placement and dependent task offloading in multi-uav mec networks: A graph attention enhanced drl approach,.

TRUAV: Distributed Multi-Agent Reinforcement Learning for Trajectory Planning and Routing Enhancement in UAV-Aided IoT-Enabled VANETs Joint uav placement and dependent task offloading in multi-uav mec networks: A graph attention enhanced drl approach,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-07-30T14:32:44.015506Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation edf285be-888e-4f4b-9636-106b74df898c · outbound

This paper cites Enhancing routing performance through trajectory planning with drl in uav-aided vanets,.

TRUAV: Distributed Multi-Agent Reinforcement Learning for Trajectory Planning and Routing Enhancement in UAV-Aided IoT-Enabled VANETs Enhancing routing performance through trajectory planning with drl in uav-aided vanets,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-07-30T14:32:44.023433Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b686dca9-6cde-4af0-9153-9ce6e16f1f0a · outbound

This paper cites Graph soft actor–critic reinforcement learning for large-scale distributed multirobot coordination,.

TRUAV: Distributed Multi-Agent Reinforcement Learning for Trajectory Planning and Routing Enhancement in UAV-Aided IoT-Enabled VANETs Graph soft actor–critic reinforcement learning for large-scale distributed multirobot coordination,

Reference 13

Resolution: unresolved; no resolver link, observed 2026-07-30T14:32:44.028160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2cbace7a-e8b1-47f7-90ef-c5dd2fb967c5 · outbound

This paper cites Adaptive role learning with evolutionary multi-agent re- inforcement learning for uav-vehicle collaboration in sparse mobile crowdsensing,.

TRUAV: Distributed Multi-Agent Reinforcement Learning for Trajectory Planning and Routing Enhancement in UAV-Aided IoT-Enabled VANETs Adaptive role learning with evolutionary multi-agent re- inforcement learning for uav-vehicle collaboration in sparse mobile crowdsensing,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-07-30T14:32:44.034925Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f84c1135-52ec-4919-92ec-1a9da718a4f2 · outbound

This paper cites Multi-agent rein- forcement learning based uav swarm communications against jamming,.

TRUAV: Distributed Multi-Agent Reinforcement Learning for Trajectory Planning and Routing Enhancement in UAV-Aided IoT-Enabled VANETs Multi-agent rein- forcement learning based uav swarm communications against jamming,

Reference 15

Resolution: unresolved; no resolver link, observed 2026-07-30T14:32:44.039908Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.