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cs.LG2021
A Critical Review of Inductive Logic Programming Techniques for Explainable AI
Zheng Zhang, Liangliang Xu, Levent Yilmaz +1
Despite recent advances in modern machine learning algorithms, the opaqueness of their underlying mechanisms continues to be an obstacle in adoption. To instill confidence and trus…
cs.LG2021★ 22 cited
TDM: Trustworthy Decision-Making via Interpretability Enhancement
Daoming Lyu, Fangkai Yang, Hugh Kwon +3
Human-robot interactive decision-making is increasingly becoming ubiquitous, and trust is an influential factor in determining the reliance on autonomy. However, it is not reasonab…