Essays about: "MLP"

Showing result 21 - 25 of 148 essays containing the word MLP.

  1. 21. Remembering how to walk - Using Active Dendrite Networks to Drive Physical Animations

    University essay from Umeå universitet/Institutionen för fysik

    Author : Klas Henriksson; [2023]
    Keywords : reinforcement learning; deep learning; physical animation; deep reinforcement learning; multi-task learning; multi-task reinforcement learning; machine learning; neural networks;

    Abstract : Creating embodied agents capable of performing a wide range of tasks in different types of environments has been a longstanding challenge in deep reinforcement learning. A novel network architecture introduced in 2021 called the Active Dendrite Network [A. Iyer et al. READ MORE

  3. 22. Artificial Intelligence for Option Pricing

    University essay from Göteborgs universitet/Institutionen för matematiska vetenskaper

    Author : Emil Hietanen; [2022-06-19]
    Keywords : Options; calls; puts; pricing; artificial neural networks; models; volatility; comparison;

    Abstract : This thesis addresses the issue of vulnerable underlying assumptions used in option pricing methodology. More precisely; underlying assumptions made on the financial assets and markets make option pricing theory vulnerable to changes in the financial framework. READ MORE

  4. 23. Predicting Stock Market Movement Using Machine Learning : Through r/wallstreetbets sentiment & Google Trends, Herding versus Wisdom of Crowds

    University essay from Uppsala universitet/Företagsekonomiska institutionen

    Author : Niklas Norinder; [2022]
    Keywords : Sentiment Analysis; Machine Learning; Stock Movement Prediction; r wallstreetbets; Google Trends;

    Abstract : Stock market analysis is a hot-button topic, especially with the growth of online communities surrounding trading and investment. The goal of this paper is to examine the sentiment of r/wallstreetbets and the Google Trends score for a number of stocks – and then understanding whether the herding nature of investors on r/wallstreetbets is better at predicting the movement of the stock market than the WOC nature of Google Trends scores. READ MORE

  5. 24. Gamifying Attack Path Reporting : Preliminary design of an educational cyber security game

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

    Author : Anna Misnik; Shafeek Zakko; [2022]
    Keywords : Gamification; Cyber Security Education; Game Design; Meta Attack Language; Attack Simulations; Hacking; Spelifiering; Cybersäkerhetsutbildning; Spel Design; Meta Attack Språk; Attacksimuleringar; Dataintrång;

    Abstract : With rapid digitalization and technical growth, the IT systems that we are using are becoming extremely complicated and intertwined. This created as a result, more challenging security problems that get complicated alongside the systems, and the need for advanced solutions to prevent the exploitation of systems vulnerabilities. READ MORE

  6. 25. Predicting Reactor Instability Using Neural Networks

    University essay from KTH/Fysik

    Author : Hilborn Hubert; [2022]
    Keywords : Boiling Water Reactors; Density Wave Instability; Multi-Layer Perceptron; Support Vector Regression; Kernel-Ridge Regression;

    Abstract : The study of the instabilities in boiling water reactors is of significant importance to the safety withwhich they can be operated, as they can cause damage to the reactor posing risks to both equipmentand personnel. The instabilities that concern this paper are progressive growths in the oscillatingpower of boiling-water reactors. READ MORE