223 citations · 381 across the 13 of their papers we have counts for
4 papers · 1 filter
Simple Algorithmic Principles of Discovery, Subjective Beauty, Selective Attention, Curiosity & Creativity
Juergen Schmidhuber
I postulate that human or other intelligent agents function or should function as follows. They store all sensory observations as they come - the data is holy. At any time, given s…
2006: Celebrating 75 years of AI - History and Outlook: the Next 25 Years
Juergen Schmidhuber
When Kurt Goedel layed the foundations of theoretical computer science in 1931, he also introduced essential concepts of the theory of Artificial Intelligence (AI). Although much o…
Multi-Dimensional Recurrent Neural Networks
Alex Graves, Santiago Fernandez, Juergen Schmidhuber
Recurrent neural networks (RNNs) have proved effective at one dimensional sequence learning tasks, such as speech and online handwriting recognition. Some of the properties that ma…
Algorithmic Complexity Bounds on Future Prediction Errors
A. Chernov, M. Hutter, J. Schmidhuber
We bound the future loss when predicting any (computably) stochastic sequence online. Solomonoff finitely bounded the total deviation of his universal predictor from the true d…