Paper Citation Record · LEDGER

World Model-Based Learning for Long-Term Age of Information Minimization in Vehicular Networks

As of 18 August 2026, this Paper Citation Record lists 14 of 14 outbound references and 7 inbound Pith citation observations for arXiv:2505.01712.

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

pith.paper-citation-record.v1
2505.01712 v2

Coverage vector

measured 14 of 14 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T04:16:49.567871Z

measured 21 of 21 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 7 of 7 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T21:02:04.124068Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-06-30T03:34:13.395037Z

Reference resolution

14 of 14 outbound references displayed

verified exact0
verified fuzzy10
unresolved4
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 651ebdbc-3bc8-4104-9d13-cba709939503 · outbound

This paper cites Fast MIMO beamforming via deep reinforcement learning for high mobility mmwave connectivity,.

World Model-Based Learning for Long-Term Age of Information Minimization in Vehicular Networks Fast MIMO beamforming via deep reinforcement learning for high mobility mmwave connectivity,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:16:49.837650Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 22e4b613-e2c8-4fc8-9ff1-185ef4d1e0ef · outbound

This paper cites Reinforcement learning-based joint user scheduling and link configuration in millimeter-wave networks,.

World Model-Based Learning for Long-Term Age of Information Minimization in Vehicular Networks Reinforcement learning-based joint user scheduling and link configuration in millimeter-wave networks,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:16:49.823964Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 52b853ee-fcca-4067-bd75-27befe4fbc41 · outbound

This paper cites Adaptive re- source allocation for semantic communication networks,.

World Model-Based Learning for Long-Term Age of Information Minimization in Vehicular Networks Adaptive re- source allocation for semantic communication networks,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:16:49.810774Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 35e0be41-b6e5-463b-b593-3f20663223f5 · outbound

This paper cites A model-driven deep reinforcement learning heuristic algorithm for resource allocation in ultra-dense cellular networks,.

World Model-Based Learning for Long-Term Age of Information Minimization in Vehicular Networks A model-driven deep reinforcement learning heuristic algorithm for resource allocation in ultra-dense cellular networks,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:16:49.797791Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 13999a85-75c2-4e20-a4b2-9229b68272b4 · outbound

This paper cites Model-based reinforcement learning with kernels for resource allocation in RAN slices,.

World Model-Based Learning for Long-Term Age of Information Minimization in Vehicular Networks Model-based reinforcement learning with kernels for resource allocation in RAN slices,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:16:49.784615Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation f9617d89-9f4e-4a2b-8807-519b0c3befcc · outbound

This paper cites Model-based deep reinforce- ment learning framework for channel access in wireless networks,.

World Model-Based Learning for Long-Term Age of Information Minimization in Vehicular Networks Model-based deep reinforce- ment learning framework for channel access in wireless networks,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:16:49.768610Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation a7ec943d-5710-45bb-ae84-d2f7ad6d3b63 · outbound

This paper cites Artificial general intelligence (AGI)-native wireless systems: A journey beyond 6G,.

World Model-Based Learning for Long-Term Age of Information Minimization in Vehicular Networks Artificial general intelligence (AGI)-native wireless systems: A journey beyond 6G,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:16:49.755632Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 15d6153b-53f6-4376-8dde-4cf7f06a3332 · outbound

This paper cites Dream to control: Learning behaviors by latent imagination,.

World Model-Based Learning for Long-Term Age of Information Minimization in Vehicular Networks Dream to control: Learning behaviors by latent imagination,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-16T04:16:49.545260Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 755ec9fd-2823-436c-91bb-fdc15941c3a8 · outbound

This paper cites Mastering Diverse Domains through World Models.

World Model-Based Learning for Long-Term Age of Information Minimization in Vehicular Networks Mastering Diverse Domains through World Models

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-16T04:16:49.549078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 72d012ca-bce7-4567-acb3-d5008ba71c31 · outbound

This paper cites DMWM: Dual-mind world model with long-term imagination,.

World Model-Based Learning for Long-Term Age of Information Minimization in Vehicular Networks DMWM: Dual-mind world model with long-term imagination,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-16T04:16:49.553218Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aaee070c-ecf7-40d9-b676-4a5508c2ef82 · outbound

This paper cites Mitigating the impact of blockages in millimeter-wave vehicular networks through vehicular relays,.

World Model-Based Learning for Long-Term Age of Information Minimization in Vehicular Networks Mitigating the impact of blockages in millimeter-wave vehicular networks through vehicular relays,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:16:49.735743Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 44318a38-9096-4fe3-a351-02b579a3d79e · outbound

This paper cites Vehicular blockage modelling and performance analysis for mmwave V2V communications,.

World Model-Based Learning for Long-Term Age of Information Minimization in Vehicular Networks Vehicular blockage modelling and performance analysis for mmwave V2V communications,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:16:49.723111Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 62a80091-5dbf-4089-b3ea-a4da575d0c6b · outbound

This paper cites Hoydis, S.

World Model-Based Learning for Long-Term Age of Information Minimization in Vehicular Networks Hoydis, S

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-16T04:16:49.564047Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f4909a9-5b5d-49df-8985-0ca80a1126e3 · outbound

This paper cites When to trust your model: Model-based policy optimization,.

World Model-Based Learning for Long-Term Age of Information Minimization in Vehicular Networks When to trust your model: Model-based policy optimization,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:16:49.696810Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Pith citing papers

Observation bcc2aedf-0637-43d8-8b31-1c866f1934fe · inbound

Edge General Intelligence Through World Models and Agentic AI: Fundamentals, Solutions, and Challenges cites this paper.

Edge General Intelligence Through World Models and Agentic AI: Fundamentals, Solutions, and Challenges World Model-Based Learning for Long-Term Age of Information Minimization in Vehicular Networks

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-05T21:02:04.124068Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5d1231e1-9a3b-4bb9-9fed-66ed2141f1a4 · inbound

DWM-RO: Decentralized World Models with Reasoning Offloading for SWIPT-enabled Satellite-Terrestrial HetNets cites this paper.

DWM-RO: Decentralized World Models with Reasoning Offloading for SWIPT-enabled Satellite-Terrestrial HetNets World Model-Based Learning for Long-Term Age of Information Minimization in Vehicular Networks

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-03T23:28:01.229119Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c97f9a57-b65b-4e29-aa56-80a8fe2e8b61 · inbound

Compact LLM Deployment and World Model Assisted Offloading in Mobile Edge Computing cites this paper.

Compact LLM Deployment and World Model Assisted Offloading in Mobile Edge Computing World Model-Based Learning for Long-Term Age of Information Minimization in Vehicular Networks

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-02T23:33:07.672873Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 04aa8c0a-14c6-43df-97bd-30cc7430a1b9 · inbound

Learning Ad Hoc Network Dynamics via Graph-Structured World Models cites this paper.

Learning Ad Hoc Network Dynamics via Graph-Structured World Models World Model-Based Learning for Long-Term Age of Information Minimization in Vehicular Networks

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-05-10T12:05:22.268175Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 04d8e3f5-ec63-4b42-81ee-03d18fb90cc9 · inbound

World Model-Enabled Causal Digital Twins for Semantic Communications in Physical AI Systems cites this paper.

World Model-Enabled Causal Digital Twins for Semantic Communications in Physical AI Systems World Model-Based Learning for Long-Term Age of Information Minimization in Vehicular Networks

Reference 35

Resolution: verified exact; arxiv_id, observed 2026-05-20T19:43:43.723771Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 6eecf296-6df3-4502-ad32-0443ff5641e9 · inbound

Against the Monolithic Wireless World Model: Why NextG Needs Composable and Agentic Intelligence cites this paper.

Against the Monolithic Wireless World Model: Why NextG Needs Composable and Agentic Intelligence World Model-Based Learning for Long-Term Age of Information Minimization in Vehicular Networks

Reference 85

Resolution: metadata mismatch; arxiv_id, observed 2026-05-19T21:07:46.967465Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation d9f0540b-2397-4da9-b336-cc20e37cbaa6 · inbound

Towards World Model-Empowered Integrated Sensing, Communication, and Decision for Complex Unmanned Systems cites this paper.

Towards World Model-Empowered Integrated Sensing, Communication, and Decision for Complex Unmanned Systems World Model-Based Learning for Long-Term Age of Information Minimization in Vehicular Networks

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-06-30T03:34:13.397049Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.