Sökning: "value iteration"

Visar resultat 1 - 5 av 24 uppsatser innehållade orden value iteration.

  1. 1. Not All Goals Are Created Equal : Evaluating Hockey Players in the NHL Using Q-Learning with a Contextual Reward Function

    Master-uppsats, Linköpings universitet/Databas och informationsteknik

    Författare :Jon Vik; [2021]
    Nyckelord :Sports Analytics; Markov Game; Machine Learning; Reinforcement Learning; Q-Learning; Data Mining; National Hockey League; Ice Hockey; Reward Function; Player Evaluation;

    Sammanfattning : Not all goals in the game of ice hockey are created equal: some goals increase the chances of winning more than others. This thesis investigates the result of constructing and using a reward function that takes this fact into consideration, instead of the common binary reward function. LÄS MER

  2. 2. Option Pricing using Artificial Neural Networks

    Kandidat-uppsats, Lunds universitet/Beräkningsbiologi och biologisk fysik

    Författare :Jan Mueller; [2021]
    Nyckelord :Physics and Astronomy;

    Sammanfattning : Neural networks have an increasingly important role in the financial market, by offering a solution to stationarity and non-linearity whilst also providing robustness and predictive power. Options and option pricing are a fundamental area of interest in the daily activities of investment banks, hedge funds and trading firms in the financial market. LÄS MER

  3. 3. Scaling up Maximum Entropy Deep Inverse Reinforcement Learning with Transfer Learning

    Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Författare :Emil Broqvist Widham; [2020]
    Nyckelord :;

    Sammanfattning : In this thesis an issue with common inverse reinforcement learning algorithms is identified, which causes them to be computationally heavy. A solution is proposed which attempts to address this issue and which can be built upon in the future. LÄS MER

  4. 4. Industry 4.0 and Lean – Possibilities, Challenges and Risk for Continuous Improvement : An explorative study of success factors for Industry 4.0 implementation

    Magister-uppsats, Blekinge Tekniska Högskola; Blekinge Tekniska Högskola

    Författare :Joel Larsson; Johan Wollin; [2020]
    Nyckelord :Industry 4.0; Lean; Continuous Improvement;

    Sammanfattning : Lean, with its origin in the Japanese automotive production and Toyota, is broadly seen as the most adopted manufacturing philosophy since several decades. One of the core values of Lean is Continuous Improvements (CI). CI is about the many small, simple and cheap improvements, which everyone is involved in, every day. LÄS MER

  5. 5. Automatic Classification of UML Sequence Diagrams from Images

    Kandidat-uppsats, Göteborgs universitet/Institutionen för data- och informationsteknik

    Författare :Sayf Rashid; [2019-11-12]
    Nyckelord :machine learning; feature selection; feature extraction; sequence diagrams; image classification;

    Sammanfattning : Academia’s lack of UML artifacts has been an impediment in researching UML and its implication in software development. This has initiated the conception of the UML repository, which is a platform were researchers can share and study UML artifacts. To build such a repository it’s required to collect UML diagrams. LÄS MER