Mastering the game of Go without human knowledge
Sign Up to like & getrecommendations! Published in 2017 at "Nature"
DOI: 10.1038/nature24270
Abstract: A long-standing goal of artificial intelligence is an algorithm that learns, tabula rasa, superhuman proficiency in challenging domains. Recently, AlphaGo became the first program to defeat a world champion in the game of Go. The… read more here.
Keywords: human knowledge; game; mastering game; without human ... See more keywords
Incorporation of Human Knowledge into Data Embeddings to Improve Pattern Significance and Interpretability
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Visualization and Computer Graphics"
DOI: 10.1109/tvcg.2022.3209382
Abstract: Embedding is a common technique for analyzing multi-dimensional data. However, the embedding projection cannot always form significant and interpretable visual structures that foreshadow underlying data patterns. We propose an approach that incorporates human knowledge into… read more here.
Keywords: human knowledge; improve pattern; embeddings improve; data embeddings ... See more keywords
The School of Athens, the Philosophical Artwork that Conveys All Human Knowledge
Sign Up to like & getrecommendations! Published in 2023 at "International Journal of Cognitive Research in Science, Engineering and Education"
DOI: 10.23947/2334-8496-2023-11-1-165-172
Abstract: The School of Athens, the fresco by Raphael, is an artwork in which the whole world has seen for five centuries, not only the aesthetic, emotional and spiritual aspect of art, but also the philosophical… read more here.
Keywords: philosophy; human knowledge; school athens; artwork ... See more keywords
The Role of Human Knowledge in Explainable AI
Sign Up to like & getrecommendations! Published in 2022 at "Data"
DOI: 10.3390/data7070093
Abstract: As the performance and complexity of machine learning models have grown significantly over the last years, there has been an increasing need to develop methodologies to describe their behaviour. Such a need has mainly arisen… read more here.
Keywords: human knowledge; machine learning; learning models; knowledge ... See more keywords