3 citations · 3 across the 4 of their papers we have counts for
4 papers
Evolution of Efficient Symbolic Communication Codes
Anton Kolonin
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-agnos…
Self-tuning hyper-parameters for unsupervised cross-lingual tokenization
Anton Kolonin
We explore the possibility of meta-learning for the language-independent unsupervised tokenization problem for English, Russian, and Chinese. We implement the meta-learning approac…
Adaptive Predictive Portfolio Management Agent
Anton Kolonin, Alexey Glushchenko, Arseniy Fokin +3
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 su…
Cognitive Architecture for Decision-Making Based on Brain Principles Programming (in Russian)
Anton Kolonin, Andrey Kurpatov, Artem Molchanov +1
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 subsys…