Essays about: "superhuman"

Showing result 1 - 5 of 7 essays containing the word superhuman.

  1. 1. Low-resource Language Question Answering Systemwith BERT

    University essay from Mittuniversitetet/Institutionen för informationssystem och –teknologi

    Author : Herman Jansson; [2021]
    Keywords : BERT; Question Answering system; Reading Comprehension; Low resource language; SQuADv2;

    Abstract : The complexity for being at the forefront regarding information retrieval systems are constantly increasing. Recent technology of natural language processing called BERT has reached superhuman performance in high resource languages for reading comprehension tasks. READ MORE

  2. 2. An Evaluation of the Unity Machine Learning Agents Toolkit in Dense and Sparse Reward Video Game Environments

    University essay from Uppsala universitet/Institutionen för speldesign

    Author : Jari Hanski; Kaan Baris Biçak; [2021]
    Keywords : Unity; ML-Agents; Reinforcement learning; Sparse rewards environment; Artificial Intelligence;

    Abstract : In computer games, one use case for artificial intelligence is used to create interesting problems for the player. To do this new techniques such as reinforcement learning allows game developers to create artificial intelligence agents with human-like or superhuman abilities. READ MORE

  3. 3. Interpretable Superhuman Machine Learning Systems: An explorative study focusing on interpretability and detecting Unknown Knowns using GAN

    University essay from Malmö universitet/Fakulteten för teknik och samhälle (TS)

    Author : Adam Hermansson; Stefan Generalao; [2020]
    Keywords : machine learning; interpretability; explainability; machine teaching; unknown knowns; convolutional neural networks; generative adversarial networks;

    Abstract : I en framtid där förutsägelser och beslut som tas av maskininlärningssystem överträffar människors förmåga behöver systemen att vara tolkbara för att vi skall kunna lita på och förstå dem. Vår studie utforskar världen av tolkbar maskininlärning genom att designa och undersöka artefakter. READ MORE

  4. 4. Deep Reinforcement Learning for Intelligent Road Maintenance in Small Island Developing States Vulnerable to Climate Change : Using Artificial Intelligence to Adapt Communities to Climate Change

    University essay from Uppsala universitet/Avdelningen för systemteknik

    Author : Boman Elvira; [2018]
    Keywords : Deep reinforcement learning; Climate change adaptation; Machine learning;

    Abstract : The consequences of climate change are already noticeable in small island developing states. Road networks are crucial for a functioning society, and are particularly vulnerable to extreme weather, floods, landslides and other effects of climate change. READ MORE

  5. 5. Visualizing Important Areas for Facial Verification A Deep Learning Evaluation with ArtificialNoise Injection

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Andreas Herman; [2017]
    Keywords : ;

    Abstract : Facial verification is a growing area of research, where heavily trained neural network models obtain superhuman performance on recognizing individuals. However, because of network models' complex nature, it is hard to know what areas of the image are used. READ MORE