Essays about: "djup inlärning"

Showing result 16 - 20 of 49 essays containing the words djup inlärning.

  1. 16. Deep Reinforcement Learning for Temperature Control in Buildings and Adversarial Attacks

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

    Author : Kevin Ammouri; [2021]
    Keywords : Deep Reinforcement Learning; Adversarial Attacks; Optimal Attacks; Building Control; Optimal Control; Energy Efficiency; Djup förstärkande inlärning; Adversarial Attacker; Optimala Attacker; Byggnadskontroll; Optimal Kontroll; Energieffektivitet;

    Abstract : Heating, Ventilation and Air Conditioning (HVAC) systems in buildings are energy consuming and traditional methods used for building control results in energy losses. The methods cannot account for non-linear dependencies in the thermal behaviour. READ MORE

  3. 17. Control of an Inverted Pendulum Using Reinforcement Learning Methods

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

    Author : Joel Kärn; [2021]
    Keywords : Reinforcement Learning; Q-learning; DQN; CartPole; Inverted Pendulum; OpenAI;

    Abstract : In this paper the two reinforcement learning algorithmsQ-learning and deep Q-learning (DQN) are used tobalance an inverted pendulum. In order to compare the two, bothalgorithms are optimized to some extent, by evaluating differentvalues for some parameters of the algorithms. READ MORE

  4. 18. Optimizing web camera based eye tracking system : An investigating of the effect of network pruning and image resolution

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

    Author : Olle Svensson; [2021]
    Keywords : Neural network; deep learning; eye tracking; pruning; computer vision; optimization; Neurala nätvärk; djup inlärning; blickspårning; beskärning; datorseende; optimering;

    Abstract : Deep learning has opened new doors to things that were only imaginable before. When it comes to eye tracking, the advances in deep learning have made it possible to predict gaze using the integrated camera that most mobile and desktop devices have nowadays. READ MORE

  5. 19. Road Segmentation and Optimal Route Prediction using Deep Neural Networks and Graphs

    University essay from KTH/Matematik (Avd.)

    Author : Viktor Ossmark; [2021]
    Keywords : statistics; applied mathematics; machine learning; computer vision; deep learning; satellite data; remote sensing; image segmentation; optimal routing; deep neural networks; graphs; AI; statistik; tillämpad matematik; maskininlärning; djup inlärning; datorseende; satellitdata; bildsegmentering; optimala rutter; grafer; AI;

    Abstract : Observing the earth from above is a great way of understanding our world better. From space, many complex patterns and relationships on the ground can be identified through high-quality satellite data. READ MORE

  6. 20. Detecting illegal gold mining sites in the Amazon forest : Using Deep Learning to Classify Satellites Images

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

    Author : Nathan Labbe; [2021]
    Keywords : Deep Learning; Image Classification; Image Segmentation; Environmental Monitoring; Illegal Gold Mines Detection; Djupinlärning; bildklassificering; bildsegmentering; miljöövervakning; upptäckt av illegala guldgruvor;

    Abstract : Illegal gold mining in the Amazon forest has increased dramatically since 2005 with the rise in the price of gold. The use of chemicals such as mercury, which facilitate the gold extraction, increases the toxicity of the soil and can enter the food chain, leading to health problems for the inhabitants, and causes the environmental scourge we know today. READ MORE