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πŸ“– My Books

πŸ“‘ My Papers

  • Omelianenko, Iaroslav. Applying Deep Machine Learning for Psycho-Demographic Profiling of Internet Users Using O.C.E.A.N. Model of Personality. arXiv [Cs.LG], 2017. P. 1–24. DOI: https://doi.org/10.48550/arxiv.1703.06914.
  • Omelianenko, Iaroslav. Applying Advanced Machine Learning Models to Classify Electro-Physiological Activity of Human Brain for Use in Biometric Identification. arXiv [Cs.LG], 2017. P. 1–8. DOI: 10.48550/arxiv.1708.01167
  • Omelianenko, I. Creation of Autonomous Artificial Intelligent Agents using Novelty Search method of fitness function optimization. Hal.science, 2018. P. 1–7. URL: https://hal.science/hal-01868756
  • Omelianeko, I. Artificial Swarm Intelligence and Cooperative Robotic Systems. Preprints.org, 2019, P. 1–8. DOI: 10.20944/preprints201901.0282.v1
  • Omelianeko, I. Simulation of the autonomous maze navigation using the NEAT algorithm. Problems in programming, 2023. Vol. 4, P. 76–89. DOI: 10.15407/pp2023.04.076
  • Omelianenko, I. and Sinitsyn, I. Artificial swarm intelligence. International Scientific Technical Journal "Problems of Control and Informatics", 2024, Vol. 69. N 3. P. 91–103. DOI: 10.34229/1028-0979-2024-3-7

πŸ”­ Researcher Profiles

Iaroslav Omelianenko's Projects

amqp icon amqp

Go client for AMQP 0.9.1

astrings2csv icon astrings2csv

Converter of Android string resources file to CSV in order to have it for external translations

astrings2objc icon astrings2objc

The converter of Android strings resources to iOS Localisable.strings

atari-py icon atari-py

A packaged and slightly-modified version of https://github.com/bbitmaster/ale_python_interface

autoware icon autoware

Open-source software for urban autonomous driving

bombman-rl-ai-j2me icon bombman-rl-ai-j2me

The classic Bomber Man game with Reinforcement Learning based AI agent for J2ME platform. It was done long before RL become so hypo :)

brainhash icon brainhash

Its an attempt to create Brain Hash Algorithm able to find robust distinction between EEG signals of different humans

chatbot-shopping-list icon chatbot-shopping-list

This is simple chatbot application with Natural Language Understanding to maintain very simple shopping list

childstuntedness5 icon childstuntedness5

The algorithm to build data model for child stuntedness prediction based on specific set of medical records

client icon client

πŸ”₯ A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.

dcgan.torch icon dcgan.torch

A torch implementation of http://arxiv.org/abs/1511.06434

deep-ne-gpu icon deep-ne-gpu

The Deep Neuroevolution GPU enhanced with integrated Atari ALE environment

dfutils icon dfutils

The collection of utilities to work with QFrame implementation of the data frames in GO language (joins, etc)

dogs-vs-cats icon dogs-vs-cats

The image classification with Convolutional Neural Networks using MXNet library for Deep Learning

draw icon draw

Reimplementation of Deep Recurrent Attentive Writer (DRAW) network architecture.

excast-ios icon excast-ios

This is iOS application based on Reference iOS Sender: CastVideos-ios application from Google. This application is able to cast videos found at ex.ua online video hosting. NB: the ex.ua video hosting is dead now - the application only for references.

flightgoggles icon flightgoggles

A framework for photorealistic hardware-in-the-loop agile flight simulation using Unity3D and ROS. Developed by MIT FAST Lab.

former icon former

Former is a fully customizable Swift2 library for easy creating UITableView based form.

ganhacks icon ganhacks

starter from "How to Train a GAN?" at NIPS2016

goeshyperneat icon goeshyperneat

The implementation of evolvable-substrate HyperNEAT algorithm in GO language. ES-HyperNEAT is an extension of the original HyperNEAT method for evolving large-scale artificial neural networks.

goneat icon goneat

The GOLang implementation of NeuroEvolution of Augmented Topologies (NEAT) method to evolve and train Artificial Neural Networks without error back propagation

goneat_ns icon goneat_ns

This project provides GOLang implementation of Neuro-Evolution of Augmenting Topologies (NEAT) with Novelty Search optimization aimed to solve deceptive tasks with strong local optima

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