Essays about: "Jesper Brunnström"

Found 2 essays containing the words Jesper Brunnström.

  1. 1. Online Secondary Path Modelling for Spatial Active Noise Control with Arbitrarily Spaced Arrays

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

    Author : Jesper Brunnström; [2021]
    Keywords : Active noise control; Secondary path modelling; Spatial; Adaptive filter; Multichannel; Least mean squares; Aktiv brusreducering; Sekundärvägsmodellering; Spatial; Adaptiv Filtrering; Multikanal; Minsta kvadratmetoden;

    Abstract : In this work we explore online secondary path modelling (SPM) in the context of spatial active noise control (ANC). Specifically, we are interested in the reduction of broadband noise over a three-dimensional region, without restrictions on microphone and loudspeaker array placement. READ MORE

  3. 2. Exploring Deep Reinforcement Learning Algorithms for Homogeneous Multi-Agent Systems

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

    Author : Jesper Brunnström; Kamil Kaminski; [2018]
    Keywords : ;

    Abstract : Despite advances in Deep Reinforcement Learning, multi-agent systems remain somewhat unexplored, in comparison to single-agent systems, with few clear conclusions. In order to investigate this, two algorithms have been implemented and tested on a simple multi-agent system: Deep Q Learning with several improvements (EDQN) and Asynchronous Advantage ActorCritic (A3C). READ MORE