Sökning: "Adam Björnberg"

Hittade 2 uppsatser innehållade orden Adam Björnberg.

1. 1. Cloud native chaos engineering for IoT systems

   Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Författare :Adam Björnberg; [2021]
   Nyckelord :IoT; Internet of Things; Chaos Engineering; Cloud Platforms; IoT; Sakernas Internet; Kaosteknik; Molnplattformar;

   Sammanfattning : IoT (Internet of Things) systems implement event-driven architectures that are deployed on an ever-increasing scale as more and more devices (things) become connected to the internet. Consequently, IoT cloud platforms are becoming increasingly distributed and complex as they adapt to handle larger amounts of user requests and device data. LÄS MER

3. 2. Impact of observation noise and reward sparseness on Deep Deterministic Policy Gradient when applied to inverted pendulum stabilization

   Kandidat-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Författare :Adam Björnberg; Haris Poljo; [2019]
   Nyckelord :;

   Sammanfattning : Deep Reinforcement Learning (RL) algorithms have been shown to solve complex problems. Deep Deterministic Policy Gradient (DDPG) is a state-of-the-art deep RL algorithm able to handle environments with continuous action spaces. LÄS MER