Essays about: "AI design"

Showing result 6 - 10 of 275 essays containing the words AI design.

  1. 6. Evaluating and optimizing Transformer models for predicting chemical reactions

    University essay from Göteborgs universitet/Institutionen för data- och informationsteknik

    Author : Siva Manohar Koki; Supriya Kancharla; [2023-10-23]
    Keywords : Chemformer; transformer; evaluation; explainable AI; fine-tuning; machine learning;

    Abstract : In this thesis, we assess the effectiveness of a transformer model specifically trained to predict chemical reactions. The model, named Chemformer, is a sequence-tosequence model that uses the transformer’s encoder and decoder stacks. READ MORE

  3. 7. Applying ChatGPT in AI-based dynamic video game narrative generation system

    University essay from Göteborgs universitet/Institutionen för data- och informationsteknik

    Author : Arturs Umbraško; Robert Drury; [2023-10-23]
    Keywords : Computer; science; engineering; thesis; ChatGPT; OpenAI; games; narrative; machine learning; interaction design;

    Abstract : ChatGPT’s release and general availability has the potential to create new possibilities for storytelling in games. There are potential benefits of leveraging ChatGPT to generate a narrative at runtime in a video game, as well as possible resulting pitfalls. READ MORE

  4. 8. Challenges in Specifying Safety-Critical Systems with AI-Components

    University essay from Göteborgs universitet/Institutionen för data- och informationsteknik

    Author : Iswarya Malleswaran; Shruthi Dinakaran; [2023-09-26]
    Keywords : Software engineering; Requirement engineering; Specification; Safety; Computer Science; Engineering; Machine learning; Deep learning; Runtime monitor; Data Selection; Data Collection;

    Abstract : Safety is an important feature in automotive industry. Safety critical system such as Advanced Driver Assistance System (ADAS) and Autonomous Driving (AD) follows certain processes and procedures in order to perform the desired function safely. READ MORE

  5. 9. Investigating the Accuracy of Metric-Based versus Machine Learning Approaches in Detecting Design Patterns

    University essay from Göteborgs universitet/Institutionen för data- och informationsteknik

    Author : Nils Dunlop; [2023-08-03]
    Keywords : Design Pattern Detection; Metrics; Thresholds; Machine Learning;

    Abstract : Design pattern detection approaches have evolved, with machine-learning methods gaining prominence. However, implementing machine-learning models can be challenging due to extensive training requirements and the need for large labeled design pattern datasets. READ MORE

  6. 10. ASSESSING PUBLIC OPINION ON ALGORITHMIC FAIRNESS Reviewing practical challenges and the role of contextual factors

    University essay from Institutionen för tillämpad informationsteknologi

    Author : Veronica Kecki; [2023-02-01]
    Keywords : AI; artificial intelligence; ML; machine learning; algorithms; algorithmic decision-making; fairness; socio-technical design; AI ethics;

    Abstract : AI ethicists often claim that where algorithmic decision-making is impacting human lives, it is crucial to strive for transparency and explainability. As one form of achieving these, some authors have argued for socio-technical design of AI systems that involves the user in the design process. READ MORE