Essays about: "MARCUS ADAMSSON"

Found 4 essays containing the words MARCUS ADAMSSON.

  1. 1. Curriculum learning for increasing the performance of a reinforcement learning agent in a static first-person shooter game

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

    Author : Marcus Adamsson; [2018]
    Keywords : ;

    Abstract : In this thesis, we trained a reinforcement learning agent using one of the most recent policy gradient methods, proximal policy optimization, in a first-person shooter game with a static player. We investigated how curriculum learning can be used to increase performance of a reinforcement learning agent. READ MORE

  2. 2. A comparison study of Kd-tree, Vp-tree and Octree for storing neuronal morphology data with respect to performance

    University essay from KTH/Skolan för datavetenskap och kommunikation (CSC); KTH/Skolan för datavetenskap och kommunikation (CSC)

    Author : Marcus Adamsson; Aleksandar Vorkapic; [2016]
    Keywords : ;

    Abstract : In this thesis we investigated performance of Kdtree, Vptree and Octree for storing neuronal morphology data. Two naive list structures were implemented to compare with the space partition data structures. The performance was measured with different sizes of neuronal networks and different types of test cases. READ MORE

  3. 3. Developing an integrated conceptual model for portfolio-based IT management

    University essay from IT-universitetet i Göteborg/Tillämpad informationsteknologi

    Author : MARCUS ADAMSSON; [2013-09-16]
    Keywords : Portfolio Management; Framework; Model; Approach; IT Governance; Enterprise Architecture; IT Management; Strategic Information Systems Planning; Volvo Group;

    Abstract : The 'Portfolio Approach' to managing Information Technology investments has become best practice for companies wanting to gain more value from IT. However, the relation to the IT management field remains elusive. Many attempts at IT management also appear isolated from the broader enterprise development processes. READ MORE

  4. 4. Providing infrastructure for communities of practice using social computing

    University essay from IT-universitetet i Göteborg/Tillämpad informationsteknologi

    Author : Marcus Adamsson; [2011-09-07]
    Keywords : communities of practice; knowledge management; knowledge strategy; competence management; learning in organizations; knowledge sharing; social computing; knowledge management system;

    Abstract : Knowledge Management involves the management of an organization‟s knowledge assets and includes knowledge creation, sharing, storage and application. Information technology was thought to enable this, but the key challenge is to address all components of knowledge. This can be done by organizing communities of practice. READ MORE