Essays about: "Axel Drotz"

Found 1 essay containing the words Axel Drotz.

  1. 1. Generation and Detection of Adversarial Attacks for Reinforcement Learning Policies

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

    Author : Axel Drotz; Markus Hector; [2021]
    Keywords : Deep Reinforcement Learning; Adversarial Attacks; Adversarial Attack Detection; Fast Gradient Sign Method; Deep Deterministic Policy Gradient; Deep Q-Learning; Likelihood Ratio Test; CUSUM;

    Abstract : In this project we investigate the susceptibility ofreinforcement rearning (RL) algorithms to adversarial attacks.Adversarial attacks have been proven to be very effective atreducing performance of deep learning classifiers, and recently,have also been shown to reduce performance of RL agents. READ MORE