Life is about feeling its beauty
Research & Development, Synthetic Intelligence, Neuroevolution, Cooperative Robotics, Active Swarm Inference
Highlights
- Pro
- Hands-On Neuroevolution with Python: Build high-performing artificial neural network architectures using neuroevolution-based algorithms.ISBN:978-1-838-82491-4 (Packt |O’Reilly |Google Books |Amazon )
- Machine Learning and the City. Chapter 12 Autonomous Artificial Intelligent Agents.DOI:10.1002/9781119815075.ch21 part of ISBN:978-1-119-74963-9 (Wiley-Blackwell |Wiley Online Library |Google Books |Amazon )
- Omelianenko, I.Design of Cluster-Computing Architecture to Improve Training Speed of the Neuroevolution Algorithm. In: Yang, XS., Sherratt, S., Dey, N., Joshi, A. (eds) Proceedings of Ninth International Congress on Information and Communication Technology. ICICT 2024. Lecture Notes in Networks and Systems. Singapore, Springer, ISSN: 2367-3370, 2024. Vol 1012. P. 397-408.DOI: 10.1007/978-981-97-3556-3_32
- 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
- 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
- Omelianeko, I.Artificial Swarm Intelligence and Cooperative Robotic Systems.Preprints.org, 2019, P. 1–8.DOI: 10.20944/preprints201901.0282.v1
- 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
- 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: 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
PinnedLoading
- NewGround-LLC/psistats
NewGround-LLC/psistats PublicApplying Deep Machine Learning for psycho-demographic profiling of Internet users using O.C.E.A.N. model of personality.
- brainhash
brainhash PublicIts an attempt to create Brain Hash Algorithm able to find robust distinction between EEG signals of different humans
Python
- solar-correlation-map-R
solar-correlation-map-R PublicPort of python library to provide correlation visualization between explanatory and dependent variables as well as between explanatory variables pairs.
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