Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
A Multiagent CyberBattleSim for RL Cyber Operation Agents
As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2304.11052.
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 2026-08-10T06:31:04.303077+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-09T11:52:20.657144Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-07T14:10:46.533577Z
Reference resolution
0 of 0 outbound references displayed
- verified exact0
- verified fuzzy0
- unresolved0
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
No outbound reference observations are available for this paper version.
Pith citing papers
Observation 1e67c4dc-9d8d-46cc-9bf5-e581d76e1fad · inbound
Optimal Security Response to Network Intrusions in IT Systems cites this paper.
Optimal Security Response to Network Intrusions in IT Systems A Multiagent CyberBattleSim for RL Cyber Operation Agents
Reference 270
- Resolution
- unresolved
- no resolver link, observed 2026-08-09T11:52:20.657144Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation da40eb9e-d858-4e54-b83a-b4d83f951e84 · inbound
Multi-Agent Reinforcement Learning in Cybersecurity: From Fundamentals to Applications cites this paper.
Multi-Agent Reinforcement Learning in Cybersecurity: From Fundamentals to Applications A Multiagent CyberBattleSim for RL Cyber Operation Agents
Reference 17
- Resolution
- verified exact
- local_arxiv, observed 2026-08-07T14:10:46.628329Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.