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Author

Garima Agrawal

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Preprint Aug 2026

CyberAGENTS: Structured Autonomy for Agentic Gamified Learning in Cybersecurity

Gamification is especially effective in learning domains requiring active problem-solving and iterative skill-building, such as cybersecurity education. Generative AI agents offer a path to delivering such experiences adaptively at scale, but introduce well-documented risks in educational settings: inconsistent behavio...

Ivan Hornung, D. Arachchige, Tharindu Kumarage et al. · 0 citations
#artificial intelligence Open access May 2026

Measuring Reasoning Quality in LLMs: A Multi-Dimensional Behavioral Framework

RQEval is proposed, a unified multi-dimensional framework for measuring LLM reasoning quality from a behavioral perspective that operationalizes six theoretically grounded dimensions rooted in cognitive science and introduces deployment-aware aggregation, enabling context-specific model selection beyond accuracy-based...

Ali Şenol, Garima Agrawal, Huan Liu · 2 citations

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