1 code implementation • 29 Jun 2023 • Edi Muškardin, Martin Tappler, Ingo Pill, Bernhard K. Aichernig, Thomas Pock
We examine the assumption that the hidden-state vectors of recurrent neural networks (RNNs) tend to form clusters of semantically similar vectors, which we dub the clustering hypothesis.
no code implementations • 23 Jun 2022 • Edi Muskardin, Martin Tappler, Bernhard K. Aichernig, Ingo Pill
In practical applications, we can rarely assume full observability of a system's environment, despite such knowledge being important for determining a reactive control system's precise interaction with its environment.