Some relevant quotes: """ Building on recent advances in computer vision we use a transfer-learning approach to construct an embedding for artworks using deep

Some relevant quotes: """ Building on recent advances in computer vision we use a transfer-learning approach to construct an embedding for artworks using deep neural networks. We generate a 200-dimensional embedding of each artwork and identify art styles through clusters on the 200-dimensional embedding space, allowing us to trace the evolution of art styles over the course of their careers """ """ We find that when exploitation occurs by itself, not preceded by exploration, the chance that such episodes coincide with a hot streak is significantly lower than expected, not higher, across all three domains. """ """ ... we find that when the episode of exploration is not followed by exploitation, the chance for such exploration to coincide with a hot streak again reduces significantly. """