Essays about: "Lokala tolkningsbara modellagnostiska förklaringar"

Found 2 essays containing the words Lokala tolkningsbara modellagnostiska förklaringar.

  1. 1. Explainable Reinforcement Learning for Gameplay

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Àlex Costa Sánchez; [2022]
    Keywords : Explainable Artificial Intelligence; Local Interpretable Model-agnostic Explanations; Reinforcement Learning; Shapley Additive Explanations; Intel·ligencia Artificial Interpretable; Explicacions model-agnòstiques localment interpretables; Aprenentatge per reforç; Explicacions additives de Shapley; Förklarbar artificiell intelligent; Lokala tolkningsbara modellagnostiska förklaringar; Förstärkningsinlärning; Shapleys additiv förklaringar;

    Abstract : State-of-the-art Machine Learning (ML) algorithms show impressive results for a myriad of applications. However, they operate as a sort of a black box: the decisions taken are not human-understandable. READ MORE

  3. 2. Interpreting Multivariate Time Series for an Organization Health Platform

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Rohit Saluja; [2020]
    Keywords : Interpretability; Forecasting; Local interpretable model-agnostic explanations; Shapley additive explanations; Time series; Explainable artificial intelligence; Tolkbarhet; Prognoser; Lokala tolkningsbara modell-agnostiska förklaringar; Shapley additiva förklaringar; Tidsserier; Förklarbar artificiell intelligens;

    Abstract : Machine learning-based systems are rapidly becoming popular because it has been realized that machines are more efficient and effective than humans at performing certain tasks. Although machine learning algorithms are extremely popular, they are also very literal and undeviating. READ MORE