Essays about: "Markov Decision Process"

Showing result 21 - 25 of 47 essays containing the words Markov Decision Process.

  1. 21. Deep Reinforcement Learning for the Optimization of Combining Raster Images in Forest Planning

    University essay from Mittuniversitetet/Institutionen för informationssystem och –teknologi

    Author : Yangyang Wen; [2021]
    Keywords : Raster images; Optimization; Deep Reinforcement Learning; Markov Decision Process; Deep Q Learning Neural Network; Temporal Difference; Model Usefulness; Parameter Correlation; Model Effectiveness.;

    Abstract : Raster images represent the treatment options of how the forest will be cut. Economic benefits from cutting the forest will be generated after the treatment is selected and executed. Existing raster images have many clusters and small sizes, this becomes the principal cause of overhead. READ MORE

  3. 22. Deep Reinforcement Learning in Cart Pole and Pong

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

    Author : Dennis Kuurne Uussilta; Viktor Olsson; [2020]
    Keywords : Artificial Intelligence; Machine Learning; Rein-forcement Learning; Deep Q-learning Network; CartPole; Pong;

    Abstract : In this project, we aim to reproduce previous resultsachieved with Deep Reinforcement Learning. We present theMarkov Decision Process model as well as the algorithms Q-learning and Deep Q-learning Network (DQN). We implement aDQN agent, first in an environment called CartPole, and later inthe game Pong. READ MORE

  4. 23. Normalizing Flow based Hidden Markov Models for Phone Recognition

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

    Author : Anubhab Ghosh; [2020]
    Keywords : Phone recognition; generative learning; Normalizing flows; Decision fusion; Speech recognition;

    Abstract : The task of Phone recognition is a fundamental task in Speech recognition and often serves a critical role in bench-marking purposes. Researchers have used a variety of models used in the past to address this task, using both generative and discriminative learning approaches. READ MORE

  5. 24. Intelligent Charging Algorithm for Electric Vehicles

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

    Author : Jacob Sörme; [2020]
    Keywords : ;

    Abstract : Electric vehicles play an important role in creating a fossil free transport sector. Making the vehicles efficient involves many new areas outside the manufacturing process, such as chargers, power grids and electricity markets. READ MORE

  6. 25. Constructing a Context-aware Recommender System with Web Sessions

    University essay from

    Author : Albin Bramstång; Yanling Jin; [2019-07-03T13:44:02Z 2019-07-03T13:44:02Z 2015]
    Keywords : Informations- och kommunikationsteknik; Data- och informationsvetenskap; Information Communication Technology; Computer and Information Science;

    Abstract : During the last decade, the importance of recommender systems has been increasing to the point that the success of many well-known service providers depends on these technologies. Recommender systems can assist people in their decision making process by anticipating preferences. READ MORE