LGOct 28, 2020
Technical Note: Game-Theoretic Interactions of Different Orders
arXiv:2010.14978v218 citations
Originality Synthesis-oriented
AI Analysis
This work addresses a theoretical problem in game theory and machine learning, but it appears incremental as it builds on existing concepts without clear practical application.
The study defines interaction components of different orders between two input variables using game theory and proves they satisfy desirable properties, with no concrete numerical results provided.
In this study, we define interaction components of different orders between two input variables based on game theory. We further prove that interaction components of different orders satisfy several desirable properties.