Essays about: "Förklarbar artificiell intelligens"
Showing result 1 - 5 of 10 essays containing the words Förklarbar artificiell intelligens.
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1. Applications of Formal Explanations in ML
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : The most performant Machine Learning (ML) classifiers have been labeled black-boxes due to the complexity of their decision process. eXplainable Artificial Intelligence (XAI) methods aim to alleviate this issue by crafting an interpretable explanation for a models prediction. READ MORE
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2. Explaining Mortality Prediction With Logistic Regression
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Explainability is a key component in building trust for computer calculated predictions when they are applied to areas with influence over individual people. This bachelor thesis project report focuses on the explanation regarding the decision making process of the machine learning method Logistic Regression when predicting mortality. READ MORE
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3. Explainable Reinforcement Learning for Remote Electrical Tilt Optimization
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Controlling antennas’ vertical tilt through Remote Electrical Tilt (RET) is an effective method to optimize network performance. Reinforcement Learning (RL) algorithms such as Deep Reinforcement Learning (DRL) have been shown to be successful for RET optimization. READ MORE
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4. Explainability of Machine Learning in Forecasts for Retail Sales Campaigns
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Explainable artificial intelligence is a growing field which is becoming increasingly important as machine learning is more integrated in businesses and various functions in society. A rising concern is the lack of transparency in decision-making processes for a substantial number of machine learning models. READ MORE
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5. Explainable Artificial Intelligence for Reinforcement Learning Agents
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Following the success that machine learning has enjoyed over the last decade, reinforcement learning has become a prime research area for automation and solving complex tasks. Ranging from playing video games at a professional level to robots collaborating in picking goods in warehouses, the applications of reinforcement learning are numerous. READ MORE
