7.1k citations · 7.1k across the 6 of their papers we have counts for
6 papers
EPT-2 Technical Report
Roberto Molinaro, Niall Siegenheim, Niels Poulsen +12
We present EPT-2, the latest iteration in our Earth Physics Transformer (EPT) family of foundation AI models for Earth system forecasting. EPT-2 delivers substantial improvements o…
EPT-1.5 Technical Report
Roberto Molinaro, Jordan Dane Daubinet, Alexander Jakob Dautel +10
We announce the release of EPT-1.5, the latest iteration in our Earth Physics Transformer (EPT) family of foundation AI earth system models. EPT-1.5 demonstrates substantial improv…
Why Artificial Intelligence Needs a Task Theory --- And What It Might Look Like
Kristinn R. Thórisson, Jordi Bieger, Thröstur Thorarensen +2
The concept of "task" is at the core of artificial intelligence (AI): Tasks are used for training and evaluating AI systems, which are built in order to perform and automatize task…
LSTM: A Search Space Odyssey
Klaus Greff, Rupesh Kumar Srivastava, Jan Koutník +2
Several variants of the Long Short-Term Memory (LSTM) architecture for recurrent neural networks have been proposed since its inception in 1995. In recent years, these networks hav…
Bounded Recursive Self-Improvement
E. Nivel, K. R. Thórisson, B. R. Steunebrink +10
We have designed a machine that becomes increasingly better at behaving in underspecified circumstances, in a goal-directed way, on the job, by modeling itself and its environment…
First Experiments with PowerPlay
Rupesh Kumar Srivastava, Bas R. Steunebrink, Jürgen Schmidhuber
Like a scientist or a playing child, PowerPlay not only learns new skills to solve given problems, but also invents new interesting problems by itself. By design, it continually co…