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Found 3 essays matching the above criteria.

  1. 1. Labyrinth Navigation Using Reinforcement Learning with a High Fidelity Simulation Environment

    University essay from Linköpings universitet/Reglerteknik

    Author : Olle Eriksson; Axel Malmberg; [2022]
    Keywords : ;

    Abstract : This is a master thesis on the subject of navigation and control using reinforcementlearning, more specifically discrete Q-learning. The Q-learning algorithmis used to develop a steer policy from training inside of a simulation environment.The problem is to navigate a steel ball through a maze made from walls and holes. READ MORE

  3. 2. Quantum Portfolio Optimization : a Multi-Level Perspective Study of the Swedish Fund Management Industry

    University essay from KTH/Industriell ekonomi och organisation (Inst.)

    Author : Olle Malmberg; Joakim Wellenstam; [2021]
    Keywords : Quantum computers; portfolio optimization; multi-level perspective; technological transition; finance; socio-technical; Kvantdatorer; portföljoptimering; multi-level perspective; teknisk omvandling; finans; socio-teknisk;

    Abstract : In recent years, quantum computers have achieved new levels of sophistication and are by some estimates only a few years from being used in production. A growing body of literature points toward their potential uses within various industries, with the finance industry identified as exceptionally full of prospective applications. READ MORE

  4. 3. Using Machine Learning to Detect Customer Acquisition Opportunities and Evaluating the Required Organizational Prerequisites

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

    Author : Olle Malmberg; Bobby Zhou; [2019]
    Keywords : Consumer decision journey; Customer acquisition Customer relationship management; Machine Learning; Organizational prerequisites; User activity; Random forest; XGBoost; Användaraktivitet; Consumer decision journey; Customer relationship management; Kundförvärv; Maskininlärning; Organisatoriska förutsättningar; Random forest; XGBoost;

    Abstract : This paper aims to investigate whether or not it is possible to identify users who are about change provider of service with machine learning. It is believed that the Consumer Decision Journey is a better model than traditional funnel models when it comes to depicting the processes which consumers go through, leading up to a purchase. READ MORE