3 papers
cs.NE2024
Extensional Properties of Recurrent Neural Networks
Evgeny Dantsin, Alexander Wolpert
A property of a recurrent neural network (RNN) is called \emph{extensional} if, loosely speaking, it is a property of the function computed by the RNN rather than a property of the…
cs.AI2022
An AlphaZero-Inspired Approach to Solving Search Problems
Evgeny Dantsin, Vladik Kreinovich, Alexander Wolpert
AlphaZero and its extension MuZero are computer programs that use machine-learning techniques to play at a superhuman level in chess, go, and a few other games. They achieved this…
cs.DM2020
Similarity Between Points in Metric Measure Spaces
Evgeny Dantsin, Alexander Wolpert
This paper is about similarity between objects that can be represented as points in metric measure spaces. A metric measure space is a metric space that is also equipped with a mea…