Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-11T22:52:17.878675Z
Paper Citation Record · LEDGER
Coordinated Multi-Armed Bandits for Improved Spatial Reuse in Wi-Fi
As of 23 August 2026, this Paper Citation Record lists 17 of 17 outbound references and 1 inbound Pith citation observation for arXiv:2412.03076.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-15T17:57:54.975662Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-15T17:57:55.234657Z
Reference resolution
17 of 17 outbound references displayed
- verified exact2
- verified fuzzy14
- unresolved1
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 1ace306b-bb20-4c81-857e-56b72a5b1597 · outbound
This paper cites Future directions for Wi-Fi 8 and beyond,.
Coordinated Multi-Armed Bandits for Improved Spatial Reuse in Wi-Fi Future directions for Wi-Fi 8 and beyond,
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T22:52:17.792406Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0c969ad2-959b-47b7-955d-a9c93c29bab8 · outbound
This paper cites A survey on Multi-AP coordination approaches over emerging WLANs: Future directions and open chal- lenges,.
Coordinated Multi-Armed Bandits for Improved Spatial Reuse in Wi-Fi A survey on Multi-AP coordination approaches over emerging WLANs: Future directions and open chal- lenges,
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T22:52:18.168183Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation ca706954-a5b9-4fd4-8cb9-901e016b809a · outbound
This paper cites Throughput Analysis of IEEE 802.11 bn Coordinated Spatial Reuse,.
Coordinated Multi-Armed Bandits for Improved Spatial Reuse in Wi-Fi Throughput Analysis of IEEE 802.11 bn Coordinated Spatial Reuse,
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T22:52:18.155571Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation f3e907be-8bec-4095-8760-546c4453ca2a · outbound
This paper cites Spatial reuse in IEEE 802.11 ax WLANs,.
Coordinated Multi-Armed Bandits for Improved Spatial Reuse in Wi-Fi Spatial reuse in IEEE 802.11 ax WLANs,
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T22:52:18.137478Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation aa568edf-7232-46e0-8aea-b6ad6e19f93d · outbound
This paper cites Machine Learning and Wi-Fi: Unveiling the Path Toward AI/ML-Native IEEE 802.11 Networks,.
Coordinated Multi-Armed Bandits for Improved Spatial Reuse in Wi-Fi Machine Learning and Wi-Fi: Unveiling the Path Toward AI/ML-Native IEEE 802.11 Networks,
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T22:52:18.123470Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 94ce06bd-73d8-4830-b6d9-8d837616ba61 · outbound
This paper cites Spatial Reuse in IEEE 802.11bn Coordinated Multi-AP WLANs: A Throughput Analysis.
Coordinated Multi-Armed Bandits for Improved Spatial Reuse in Wi-Fi Spatial Reuse in IEEE 802.11bn Coordinated Multi-AP WLANs: A Throughput Analysis
Reference 6
- Resolution
- verified exact
- local_arxiv, observed 2026-08-11T22:52:17.955129Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 366b0231-843d-435f-a406-8c2d80e2a241 · outbound
This paper cites Multi-AP Coordinated Spatial Reuse for Wi-Fi 8: Group Creation and Scheduling.
Coordinated Multi-Armed Bandits for Improved Spatial Reuse in Wi-Fi Multi-AP Coordinated Spatial Reuse for Wi-Fi 8: Group Creation and Scheduling
Reference 7
- Resolution
- verified exact
- local_arxiv, observed 2026-08-11T22:52:17.937780Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation a590c4c2-711b-4a04-8a57-80480340c484 · outbound
This paper cites Beyond Wi-Fi 7: Spatial reuse through multi-AP coordination,.
Coordinated Multi-Armed Bandits for Improved Spatial Reuse in Wi-Fi Beyond Wi-Fi 7: Spatial reuse through multi-AP coordination,
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T22:52:18.110495Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 12d00f7f-0eb6-454f-8d93-7ce86b64e9cf · outbound
This paper cites Coordinated Spatial Reuse for WiFi Networks: A Centralized Approach,.
Coordinated Multi-Armed Bandits for Improved Spatial Reuse in Wi-Fi Coordinated Spatial Reuse for WiFi Networks: A Centralized Approach,
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T22:52:18.092220Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 369541cd-e2f0-49e6-bfad-729a72eddb32 · outbound
This paper cites Coordinated SR and Restricted TWT for Time Sensitive Applications in WiFi 7 Networks,.
Coordinated Multi-Armed Bandits for Improved Spatial Reuse in Wi-Fi Coordinated SR and Restricted TWT for Time Sensitive Applications in WiFi 7 Networks,
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T22:52:18.076921Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 7b512a0b-3340-4217-8350-6cb4595c238c · outbound
This paper cites TXOP sharing with coordinated spatial reuse in multi-AP cooperative IEEE 802.11be WLANs,.
Coordinated Multi-Armed Bandits for Improved Spatial Reuse in Wi-Fi TXOP sharing with coordinated spatial reuse in multi-AP cooperative IEEE 802.11be WLANs,
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T22:52:18.062782Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 7bd21d62-e08f-4db9-a4dd-1eff7131c996 · outbound
This paper cites Potential and pitfalls of multi- armed bandits for decentralized spatial reuse in WLANs,.
Coordinated Multi-Armed Bandits for Improved Spatial Reuse in Wi-Fi Potential and pitfalls of multi- armed bandits for decentralized spatial reuse in WLANs,
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T22:52:18.047679Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation f52f6c97-1c04-4705-bd99-6e39a96796a0 · outbound
This paper cites Collaborative spatial reuse in wireless networks via selfish multi-armed bandits,.
Coordinated Multi-Armed Bandits for Improved Spatial Reuse in Wi-Fi Collaborative spatial reuse in wireless networks via selfish multi-armed bandits,
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T22:52:18.034078Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 157be7c8-5336-4f44-b42c-a9043cd56617 · outbound
This paper cites Multi-armed ban- dits for spectrum allocation in multi-agent channel bonding WLANs,.
Coordinated Multi-Armed Bandits for Improved Spatial Reuse in Wi-Fi Multi-armed ban- dits for spectrum allocation in multi-agent channel bonding WLANs,
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T22:52:18.018798Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 3dd3d356-9bdf-48d8-b394-c4fec7766cb4 · outbound
This paper cites Finite-time Analysis of the Multiarmed Bandit Problem,.
Coordinated Multi-Armed Bandits for Improved Spatial Reuse in Wi-Fi Finite-time Analysis of the Multiarmed Bandit Problem,
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T22:52:18.003251Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 12a230b6-7a84-43fb-9ac7-3f8589b04c62 · outbound
This paper cites On the likelihood that one unknown probability exceeds another in view of the evidence of two samples,.
Coordinated Multi-Armed Bandits for Improved Spatial Reuse in Wi-Fi On the likelihood that one unknown probability exceeds another in view of the evidence of two samples,
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T22:52:17.985735Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 3d6db8f3-1437-4603-8b5b-905c2c95cd77 · outbound
This paper cites Komondor: A wireless network simulator for next-generation high-density WLANs,.
Coordinated Multi-Armed Bandits for Improved Spatial Reuse in Wi-Fi Komondor: A wireless network simulator for next-generation high-density WLANs,
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T22:52:17.971452Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Pith citing papers
Observation e362ad63-38fd-4bc1-8e05-b3d6027f891a · inbound
Deep Reinforcement Learning-Based Scheduling for Wi-Fi Multi-Access Point Coordination cites this paper.
Deep Reinforcement Learning-Based Scheduling for Wi-Fi Multi-Access Point Coordination Coordinated Multi-Armed Bandits for Improved Spatial Reuse in Wi-Fi
Reference 11
- Resolution
- verified exact
- local_arxiv, observed 2026-08-15T17:57:55.240926Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.