Essays about: "Jonas Jonsson"

Found 4 essays containing the words Jonas Jonsson.

  1. 1. Scenario Generation for Stress Testing Using Generative Adversarial Networks : Deep Learning Approach to Generate Extreme but Plausible Scenarios

    University essay from Umeå universitet/Institutionen för matematik och matematisk statistik

    Author : Jonas Gustafsson; Conrad Jonsson; [2023]
    Keywords : Machine Learning; Generative Adversarial Network GAN ; Wasserstein Generative Adversarial Network WGAN ; Scenario Generation; Stress Testing; Central Counterparty Clearing;

    Abstract : Central Clearing Counterparties play a crucial role in financial markets, requiring robust risk management practices to ensure operational stability. A growing emphasis on risk analysis and stress testing from regulators has led to the need for sophisticated tools that can model extreme but plausible market scenarios. READ MORE

  3. 2. Playing Atari Breakout Using Deep Reinforcement Learning

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

    Author : Jonas Nils Martin Lidman; Simon Jonsson; [2022]
    Keywords : Reinforcement learning; CartPole; Breakout; DQN;

    Abstract : This report investigates the implementation of a Deep Reinforcement Learning (DRL) algorithm for complex tasks. The complex task chosen was the classic game Breakout, first introduced on the Atari 2600 console.The selected DRL algorithm was Deep Q-Network(DQN) since it is one of the first and most fundamental DRL algorithms. READ MORE

  4. 3. Kontroll av örtogräs i spannmål och praktisk testning av Dupont herbicid RXR 49

    University essay from SLU/Dept. of Biosystems and Technology (from 130101)

    Author : Jonas Jonsson; [2015]
    Keywords : spannmål; vårkorn; höstvete; Dupont; nulägesanalys; resistens; örtogräs; demosprutning;

    Abstract : Denna studie är baserad på två moment, en praktisk del i form av demosprutningar och en litteraturstudie. Målet med studien har varit att få en fördjupad kunskap kring resistensproblematiken i Sverige, vad för preparat som finns tillgängliga på marknaden även hur dessa bekämpningsmedel fungerar vid kemisk kontroll av örtogräs och att testa ny blandning av befintliga produkter i fält, som skall lanseras om några år av växtskyddsföretaget Dupont. READ MORE

  5. 4. Passive houses in Uppsala : A study of a new passive solar designed residential area at Ulleråker in Uppsala

    University essay from Uppsala universitet/Institutionen för teknikvetenskaper

    Author : Jonas Alenius; Erik Arons; Alexander Jonsson; [2014]
    Keywords : solar cell panels; passive solar building design; solar energy; passive houses;

    Abstract : Uppsala kommun has acquired the land at Ulleråkerand the plan is that it should be the starting point forthe new southeast district. The area is supposed toinclude 8000 new homes. The idea is also that the areashould be a new modern energy-efficient district. READ MORE