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SPEAKERS/ALEXEY KOVALEV
Alexey Kovalev

Alexey Kovalev

"National Research University Higher School of Economics; Federal Research Center “Computer Science and Control” of the Russian Academy of Sciences"

Alexey's lectures

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Alexey Kovalev · AGI-20

Hyperdimensional Representations in Semiotic Approach to AGI

The paper is dedicated to the use of distributed hyperdimensional vec-tors to represent sensory information in the sign-based cognitive architecture, in which the image component of a sign is encoded by a causal matrix. The hyper-dimensional representation allows us to fix the precedent dimension of the causal matrix and accumulate information in it during the interaction of the system with the environment. Due to the high dimensionality of vectors, it is possible to re-duce the representation and reasoning on the entities related to them to simple operations on vectors. In this work we show how hyperdimensional representa-tions are embedded in an existing sign formalism and provide examples of scene encoding.

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Multiple speakers · AGI-20

AGI-20 Main Conference - Livestream Day 1

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Multiple speakers · AGI-20

Panel Session 1: Cognitive Architectures and Agents

Panel discussion with authors of papers about 'Cognitive Architectures and Agents' at AGI-20 conference. Held live on Underline, 06/24/2020