Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2503.08937.
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
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-07T04:45:46.054736Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-06-29T16:23:39.703307Z
0 of 0 outbound references displayed
External citation measurements
No source-named external measurement is stored.
No outbound reference observations are available for this paper version.
Observation 886bd6ef-feb1-4d40-a650-5a08c220fd74 · inbound
Foundation Model-Aided Deep Reinforcement Learning for RIS-Assisted Wireless Communication Beam Selection in ISAC using Contextual Bandit with Multi-modal Transformer and Transfer Learning
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e6de59a3-0118-4bb7-9494-70b2654b7903 · inbound
Transformer-Enhanced Reinforcement Learning: Fundamentals and Applications in Communication Networks Beam Selection in ISAC using Contextual Bandit with Multi-modal Transformer and Transfer Learning
Reference 105
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.