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cs.AI2025★ 1 cited
Towards Explaining Monte-Carlo Tree Search by Using Its Enhancements
Jakub Kowalski, Mark H. M. Winands, Maksymilian Wiśniewski +2
Typically, research on Explainable Artificial Intelligence (XAI) focuses on black-box models within the context of a general policy in a known, specific domain. This paper advocate…
cs.AI2024
Hierarchical Blockmodelling for Knowledge Graphs
Marcin Pietrasik, Marek Reformat, Anna Wilbik
In this paper, we investigate the use of probabilistic graphical models, specifically stochastic blockmodels, for the purpose of hierarchical entity clustering on knowledge graphs.…