Sökning: "Patrik Trulsson"

Hittade 2 uppsatser innehållade orden Patrik Trulsson.

1. 1. Improving a Reinforcement Learning Algorithm for Resource Scheduling

   Uppsats för yrkesexamina på avancerad nivå, Lunds universitet/Institutionen för reglerteknik

   Författare :Elin Wilson Andersson; Johan Håkansson; [2022]
   Nyckelord :Technology and Engineering;

   Sammanfattning : This thesis aims to further investigate the viability of using reinforcement learning, specifically Q-learning, to schedule shared resources on the Ericsson Many-Core Architecture (EMCA). This was first explored by Patrik Trulsson in his master thesis Dynamic Scheduling of Shared Resources using Reinforcement Learning (2021). LÄS MER

3. 2. Dynamic Scheduling of Shared Resources using Reinforcement Learning

   Uppsats för yrkesexamina på avancerad nivå, Lunds universitet/Institutionen för reglerteknik

   Författare :Patrik Trulsson; [2021]
   Nyckelord :Technology and Engineering;

   Sammanfattning : The goal of the thesis is to simulate the Ericsson Many-Core Architecture, EMCA, and implement a dynamic scheduler for the system using reinforcement learning methods. The system contains shared resources that receive and complete jobs. Also, the deadlines and latency definitions can change depending on the job type. LÄS MER