Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Depending on yourself when you should: Mentoring LLM with RL agents to become the master in cybersecurity games
As of 17 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 5 inbound Pith citation observations for arXiv:2403.17674.
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 2026-08-17T06:30:58.91139+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-16T12:40:27.081895Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-06-30T03:34:13.252468Z
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 9dcfa655-1ad0-4036-a2e0-be62054c3715 · inbound
VulnBot: Autonomous Penetration Testing for A Multi-Agent Collaborative Framework cites this paper.
VulnBot: Autonomous Penetration Testing for A Multi-Agent Collaborative Framework Depending on yourself when you should: Mentoring LLM with RL agents to become the master in cybersecurity games
Reference 57
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T16:13:36.784286Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2127903c-06a9-46f0-b1e3-4fcc33e26189 · inbound
ARCeR: an Agentic RAG for the Automated Definition of Cyber Ranges cites this paper.
ARCeR: an Agentic RAG for the Automated Definition of Cyber Ranges Depending on yourself when you should: Mentoring LLM with RL agents to become the master in cybersecurity games
Reference 35
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T12:40:27.081895Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e9b05b47-db0c-4de5-b10a-b7ab7372360d · inbound
Large Language Models are Autonomous Cyber Defenders cites this paper.
Large Language Models are Autonomous Cyber Defenders Depending on yourself when you should: Mentoring LLM with RL agents to become the master in cybersecurity games
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T23:23:37.670785Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c0106f33-c659-4b5a-96cd-78727af12465 · inbound
Adaptive Network Security Policies via Belief Aggregation and Rollout cites this paper.
Adaptive Network Security Policies via Belief Aggregation and Rollout Depending on yourself when you should: Mentoring LLM with RL agents to become the master in cybersecurity games
Reference 41
- Resolution
- verified exact
- arxiv_id, observed 2026-05-19T04:57:04.570624Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation ec8bc8e3-2abe-4fc5-96da-2c0a0ac39349 · inbound
COHORT: Collaborative Orchestration for Hardening via Offensive Replay on Emulated Topologies cites this paper.
COHORT: Collaborative Orchestration for Hardening via Offensive Replay on Emulated Topologies Depending on yourself when you should: Mentoring LLM with RL agents to become the master in cybersecurity games
Reference 86
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-06-30T03:34:13.253878Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.