18727998. EXPLAINING OPERATION OF A NEURAL NETWORK (Telefonaktiebolaget LM Ericsson (publ))

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EXPLAINING OPERATION OF A NEURAL NETWORK

Organization Name

Telefonaktiebolaget LM Ericsson (publ)

Inventor(s)

Ahmad Ishtar Terra of Sundbyberg (SE)

Rafia Inam of Västerås (SE)

Elena Fersman of Palo Alto CA (US)

EXPLAINING OPERATION OF A NEURAL NETWORK

This abstract first appeared for US patent application 18727998 titled 'EXPLAINING OPERATION OF A NEURAL NETWORK

Original Abstract Submitted

A computer-implemented method is provided. The method comprises obtaining first correlation values indicating correlations between input features and reward components; obtaining reward weights for the reward components, wherein each of the reward weights indicates a contribution of each of the reward components to a total reward, and applying the reward weights to the first correlation values, thereby generating weighted correlation values which indicate weighted correlations between the input features and the reward components.