Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
CybORG: An Autonomous Cyber Operations Research Gym
As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 5 inbound Pith citation observations for arXiv:2002.10667.
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 2026-08-08T06:32:00.761636+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-07T14:10:43.802178Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-20T15:28:25.604452Z
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 6b3fb465-29d3-4841-98fd-a50cf7650883 · inbound
Multi-Agent Reinforcement Learning in Cybersecurity: From Fundamentals to Applications cites this paper.
Multi-Agent Reinforcement Learning in Cybersecurity: From Fundamentals to Applications CybORG: An Autonomous Cyber Operations Research Gym
Reference 65
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:10:43.802178Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 155f4dc7-d75a-4fac-aba9-4cd2600e1f62 · inbound
Training RL Agents for Multi-Objective Network Defense Tasks cites this paper.
Training RL Agents for Multi-Objective Network Defense Tasks CybORG: An Autonomous Cyber Operations Research Gym
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T13:11:04.521391Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 73c2225f-8f80-40df-818d-fbc104f1e16e · inbound
Interpreting Agent Behaviors in Reinforcement-Learning-Based Cyber-Battle Simulation Platforms cites this paper.
Interpreting Agent Behaviors in Reinforcement-Learning-Based Cyber-Battle Simulation Platforms CybORG: An Autonomous Cyber Operations Research Gym
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T05:22:01.680710Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 95b2ac17-b625-4c8a-8e9c-29457963b36a · inbound
A Red Teaming Framework for Evaluating Robustness of AI-enabled Security Orchestration, Automation, and Response Systems cites this paper.
A Red Teaming Framework for Evaluating Robustness of AI-enabled Security Orchestration, Automation, and Response Systems CybORG: An Autonomous Cyber Operations Research Gym
Reference 11
- Resolution
- verified exact
- arxiv_id, observed 2026-05-20T15:28:25.606147Z
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.
Observation 0d71b292-118d-475d-8e7c-fc023c6edb0a · inbound
Distilling Knowledge from Large Language Models into Lightweight Reinforcement Learning Agents for Autonomous Cyber Operations cites this paper.
Distilling Knowledge from Large Language Models into Lightweight Reinforcement Learning Agents for Autonomous Cyber Operations CybORG: An Autonomous Cyber Operations Research Gym
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T01:39:52.344424Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.