@InProceedings{Offline_RL_CKG_A_hybrid_AI_model_for_cybersecurity_tasks,
	author = "Aritran Piplai, Anupam Joshi, and Tim Finin",
	title = "{Offline RL+CKG: A hybrid AI model for cybersecurity tasks}",
	month = "March",
	year = "2023",
	note = "<img src="https://i.imgur.com/cqHjn4U.jpg" style='height: 80%; width: 80%; object-fit: contain; display: block; margin-left: auto; margin-right: auto;'>
The input to the CKG is a piece of intelligence describing some characteristics of a malware ‘X’. These characteristics are translated to state-action pairs. If these state-action pairs correspond to out-of-distribution (OOD) state-action pairs for the CQL algorithm, we can use it to re-estimate the Q-value for the OOD state-action pair.",
	booktitle = "AAAI Spring Symposium on Challenges Requiring the Combination of Machine Learning and Knowledge Engineering",
	publisher = "AAAI",
}