Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-08T20:16:34.295609Z
Paper Citation Record · LEDGER
As of 9 August 2026, this Paper Citation Record lists 33 of 33 outbound references and 0 inbound Pith citation observations for arXiv:2502.05116.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-08T20:16:34.295609Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
33 of 33 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 4cd3685b-029a-4bce-ab9a-31495ec2d9fc · outbound
Optimizing Wireless Resource Management and Synchronization in Digital Twin Networks Digital twin networks: A survey,
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 09601840-0067-45e7-81a6-f255fae4f3c7 · outbound
Optimizing Wireless Resource Management and Synchronization in Digital Twin Networks Digital twin for networking: A data-driven performance modeling perspective,
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 5105665d-6752-46b8-b163-ec16a8ddc37b · outbound
Optimizing Wireless Resource Management and Synchronization in Digital Twin Networks Digital Network Twins for Next-generation Wireless: Creation, Optimization, and Challenges
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 757c95e2-279b-4824-9f13-aa631bf2aec8 · outbound
Optimizing Wireless Resource Management and Synchronization in Digital Twin Networks Digital twin of wireless systems: Overview, taxonomy, challenges, and opportunities,
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 3eb41545-9f7e-4436-a877-1b9f640100dc · outbound
Optimizing Wireless Resource Management and Synchronization in Digital Twin Networks Five disruptive technologies in 6G to support digital twin networks,
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation ec699d29-95d5-4f66-be00-0972aed48f41 · outbound
Optimizing Wireless Resource Management and Synchronization in Digital Twin Networks Mapping Wireless Networks into Digital Reality through Joint Vertical and Horizontal Learning
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation bfedaf22-012a-4b40-a699-8f60f1ad1141 · outbound
Optimizing Wireless Resource Management and Synchronization in Digital Twin Networks Digital twins: State of the art theory and practice, challenges, and open research questions,
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 4814c0eb-6a64-447f-ac28-a3e1e7581c9b · outbound
Optimizing Wireless Resource Management and Synchronization in Digital Twin Networks 6G digital twin networks: From theory to practice,
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation fa2f9cb2-0ee1-44b2-b102-75602c5a60ac · outbound
Optimizing Wireless Resource Management and Synchronization in Digital Twin Networks Deep learning for hybrid 5G services in mobile edge computing systems: Learn from a digital twin,
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation fcb895fa-e02b-4acf-b611-1a4fab9259f2 · outbound
Optimizing Wireless Resource Management and Synchronization in Digital Twin Networks A Bayesian framework for digital twin-based control, monitoring, and data collection in wireless systems,
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 5116d2ee-6d59-434a-bfbe-f094e81da03f · outbound
Optimizing Wireless Resource Management and Synchronization in Digital Twin Networks Digital twin- empowered network planning for multi-tier computing,
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation a7a184f2-403b-48d4-9c4b-30ee99d82602 · outbound
Optimizing Wireless Resource Management and Synchronization in Digital Twin Networks Edge Continual Learning for Dynamic Digital Twins over Wireless Networks
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 75453a7c-6a94-431d-a119-e0931b3d547a · outbound
Optimizing Wireless Resource Management and Synchronization in Digital Twin Networks Resource allocation for aerial assisted digital twin edge mobile network,
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 59bb40d4-0740-4205-b77c-ca1c560670de · outbound
Optimizing Wireless Resource Management and Synchronization in Digital Twin Networks Data synchronization in vehicular digital twin network: A game theoretic approach,
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 4a4210fa-aaeb-418e-ae1f-5014ba0e06d4 · outbound
Optimizing Wireless Resource Management and Synchronization in Digital Twin Networks A dynamic hierarchical framework for IoT-assisted digital twin synchronization in the metaverse,
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 83a8058e-c81d-46d8-883c-3c85391098cf · outbound
Optimizing Wireless Resource Management and Synchronization in Digital Twin Networks Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3e4257be-1ca4-492b-8da9-beb27547abbe · outbound
Optimizing Wireless Resource Management and Synchronization in Digital Twin Networks Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation efbb821f-2d32-4a23-92fc-9a968052bbeb · outbound
Optimizing Wireless Resource Management and Synchronization in Digital Twin Networks Value-Decomposition Networks For Cooperative Multi-Agent Learning
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ba556921-dbd9-4c0a-9144-37692f850302 · outbound
Optimizing Wireless Resource Management and Synchronization in Digital Twin Networks Multi-agent reinforcement learning: Independent vs. cooperative agents,
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 80e985dc-aac4-48b1-bde8-66fcdfba40b8 · outbound
Optimizing Wireless Resource Management and Synchronization in Digital Twin Networks Fundamentals of mobility- aware performance characterization of cellular networks: A tutorial,
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 3f706eb6-aba7-4b54-944e-8bfbb1f306ef · outbound
Optimizing Wireless Resource Management and Synchronization in Digital Twin Networks A survey of algorithmic methods for partially observed Markov decision processes,
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation b67ec106-46f3-4c07-9e9a-137b656f8614 · outbound
Optimizing Wireless Resource Management and Synchronization in Digital Twin Networks A joint learning and communications framework for federated learning over wireless networks,
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation c673dfbd-0fe8-4533-9068-7aae8fd13537 · outbound
Optimizing Wireless Resource Management and Synchronization in Digital Twin Networks Distributed and distribution-robust meta reinforcement learning (D 2-RMRL) for data pre-storage and routing in cube satellite networks,
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 0a368c04-ea42-49c0-8f05-450c2c20bcc2 · outbound
Optimizing Wireless Resource Management and Synchronization in Digital Twin Networks Improving the Hungarian assignment algorithm,
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 41e950f6-0e02-4208-9256-52c68f4e9e61 · outbound
Optimizing Wireless Resource Management and Synchronization in Digital Twin Networks Human-level control through deep reinforcement learning,
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation daa22b25-3c52-40b4-a388-b5e4347a6020 · outbound
Optimizing Wireless Resource Management and Synchronization in Digital Twin Networks Lin, Reinforcement learning for robots using neural networks, Carnegie Mellon University, 1992
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 390d3793-fb1c-40c0-afee-ffb1e0f629fa · outbound
Optimizing Wireless Resource Management and Synchronization in Digital Twin Networks Attention is all you need,
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 5fe80551-8f18-4fa5-b9d9-4d0155a0ab6e · outbound
Optimizing Wireless Resource Management and Synchronization in Digital Twin Networks Deep learning for optimal deployment of UA Vs with visible light communications,
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation db398802-6c04-416a-a012-5f1361aa4feb · outbound
Optimizing Wireless Resource Management and Synchronization in Digital Twin Networks A theoretical analysis of deep Q-learning,
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 7ceb292c-3359-4c7f-8507-d839366ca09a · outbound
Optimizing Wireless Resource Management and Synchronization in Digital Twin Networks Distributed reinforcement learning for age of information minimization in real-time IoT systems,
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 36826174-c991-4080-9def-e624f6a357f4 · outbound
Optimizing Wireless Resource Management and Synchronization in Digital Twin Networks Stochastic approximation for nonexpansive maps: Application to Q-learning algorithms,
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation fc1247e4-8f75-4ece-b0e0-b525bf505276 · outbound
Optimizing Wireless Resource Management and Synchronization in Digital Twin Networks Optimization of image transmission in cooperative semantic communication networks,
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 04f0ea72-e37e-47d8-8637-8462b0ee23e6 · outbound
Optimizing Wireless Resource Management and Synchronization in Digital Twin Networks Rethinking the Implementation Tricks and Monotonicity Constraint in Cooperative Multi-Agent Reinforcement Learning
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
No inbound Pith citation observations are available.