Sökning: "Albin Winkelmann"

Hittade 2 uppsatser innehållade orden Albin Winkelmann.

  1. 1. Unauthorized Smart Lock Access : Ethical Hacking of Smart Lock Systems

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

    Författare :Albin Winkelmann; [2022]
    Nyckelord :IoT; threat modeling; computer security; smart lock; pentesting; IoT; hotmodellering; datasäkerhet; smarta lås; penetrationstestning;

    Sammanfattning : IoT devices have become more common in our everyday lives as they provide more useful features than traditional devices. One such device is the smart door lock, which enables homeowners to grant access on a user-specified level through digital keys and remote operation. LÄS MER

  3. 2. Stuck state avoidance through PID estimation training of Q-learning agent

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

    Författare :Johan Moritz; Albin Winkelmann; [2019]
    Nyckelord :Q-learning; QL; PID; wheeled inverted pendulum; WIP; reinforcement learning; estimation training; Q-learning; QL; PID; självbalanserande robot; reinforcement learning; estimeringsträning;

    Sammanfattning : Reinforcement learning is conceptually based on an agent learning through interaction with its environment. This trial-and-error learning method makes the process prone to situations in which the agent is stuck in a dead-end, from which it cannot keep learning. LÄS MER