Zobrazeno 1 - 10
of 769
pro vyhledávání: '"Kolonin, A."'
Autor:
Saxena, Abhishek, Kolonin, Anton
Analyzing social media trends can create a win-win situation for both creators and consumers. Creators can receive fair compensation, while consumers gain access to engaging, relevant, and personalized content. This paper proposes a new model for ana
Externí odkaz:
http://arxiv.org/abs/2406.17904
Autor:
Kolonin, Anton
The paper explores how the human natural language structure can be seen as a product of evolution of inter-personal communication code, targeting maximisation of such culture-agnostic and cross-lingual metrics such as anti-entropy, compression factor
Externí odkaz:
http://arxiv.org/abs/2306.02383
Autor:
Kolonin, Anton
We explore the possibility of meta-learning for the language-independent unsupervised tokenization problem for English, Russian, and Chinese. We implement the meta-learning approach for automatic determination of hyper-parameters of the unsupervised
Externí odkaz:
http://arxiv.org/abs/2303.02427
Autor:
Kolonin, Anton, Glushchenko, Alexey, Fokin, Arseniy, Mari, Marcello, Casiraghi, Mario, Vishwas, Mukul
The paper presents an advanced version of an adaptive market-making agent capable of performing experiential learning, exploiting a "try and fail" approach relying on a swarm of subordinate agents executed in a virtual environment to determine optima
Externí odkaz:
http://arxiv.org/abs/2303.02342
Publikováno v:
Procedia Computer Science Procedia Computer Science, Volume 213, 2022, Pages 180-189
We describe a cognitive architecture intended to solve a wide range of problems based on the five identified principles of brain activity, with their implementation in three subsystems: logical-probabilistic inference, probabilistic formal concepts,
Externí odkaz:
http://arxiv.org/abs/2302.09377
Autor:
Kolonin, Anton, Duong, Deborah, Goertzel, Ben, Pennachin, Cassio, Iklé, Matt, Znidar, Nejc, Argentieri, Marco
We simulate a reputation system in a market to optimise the balance between market security and market equity. We introduce a method of using a reputation system that will stabilise the distribution of wealth in a market in a fair manner. We also int
Externí odkaz:
http://arxiv.org/abs/2210.02362
Autor:
Kolonin, Anton, Goertzel, Ben, Pennachin, Cassio, Duong, Deborah, Argentieri, Marco, Iklé, Matt, Znidar, Nejc
Problem of reliable democratic governance is critical for survival of any community, and it will be critical for communities powered with Artificial Intelligence (AI) systems upon developments of the latter. Apparently, it will be getting more and mo
Externí odkaz:
http://arxiv.org/abs/2210.02356
Autor:
Saxena, Abhishek, Kolonin, Anton
An effective content recommendation on social media platforms should be able to benefit both creators to earn fair compensation and consumers to enjoy really relevant, interesting, and personalized content. In this paper, we propose a model to implem
Externí odkaz:
http://arxiv.org/abs/2209.07641
Autor:
Kolonin, Anton, Ramesh, Vignav
In the presented study, we discover that the so-called "transition freedom" metric appears superior for unsupervised tokenization purposes in comparison to statistical metrics such as mutual information and conditional probability, providing F-measur
Externí odkaz:
http://arxiv.org/abs/2205.11443
In the monograph "Strong artificial intelligence. On the Approaches to Superintelligence" contains an overview of general artificial intelligence (AGI). As an anthropomorphic research area, it includes Brain Principles Programming (BPP) -- the formal
Externí odkaz:
http://arxiv.org/abs/2206.03487