Cover Image

Application of coevolution strategy to solve the problem of autonomous navigation trough the maze

This study explores the use of coevolutionary methods to address the challenge of navigating through complex mazes using autonomous agents controlled by artificial neural networks (ANNs). It underscores a critical impediment to algorithmic optimization: the close interdependence between the task...

Full description

Saved in:

Bibliographic Details
Date:	2024
Main Authors:	Omelianenko, Ia.V., Doroshenko, A.Yu., Rodin, Ye.S.
Format:	Article
Language:	Ukrainian
Published:	PROBLEMS IN PROGRAMMING 2024
Subjects:	genetic algorithms neuroevolution of augmenting topologies autonomous maze navigation NEAT coevolution UDC 004.8
Online Access:	https://pp.isofts.kiev.ua/index.php/ojs1/article/view/645
Tags:	Add Tag No Tags, Be the first to tag this record!
Journal Title:	Problems in programming
Download file:

Institution

Problems in programming

Similar Items

Simulation of the autonomous maze navigation using the NEAT algorithm
by: Omelianenko, Ia.V.
Published: (2023)

Distributed implementation of neuroevolution of augmenting topologies method
by: Achour, I.Z., et al.
Published: (2021)

Software package for adaptive training of robot controllers based on neural networks
by: Vitiuk, A.Y., et al.
Published: (2023)

Development of the intelligent control system of an unmanned car
by: Dakhno, N.B., et al.
Published: (2024)

SIMULATION OF PARALLEL WORK OF ASYNCHRONOUS GENERATORS IN AUTONOMOUS INSTALLATION FOR CHARGING BATTERIES
by: Holovko, V., et al.
Published: (2018)

USING AN UNINTERRUPTED POWER SUPPLY TO REDUCE THE OPERATING COSTS OF AN AUTONOMOUS ELECTRIC GENERATOR
by: Kovalenko , M., et al.
Published: (2025)

Novelty search in neuroevolution for end effector positioning
by: Vitiuk, A.Y., et al.
Published: (2023)

Formation of the topological space of the Іnternet by the global routing system
by: Зубок, В. Ю., et al.
Published: (2021)

An analysis of approaches to determining the type of reference image for correlation-extreme aircraft navigation systems
by: Мезенцев, О. В., et al.
Published: (2025)

Autonomous digital seismic stations SV
by: Gryn, D. M., et al.
Published: (2019)

Use of remote sensing results in the tasks of navigational and hydrographic situation monitoring
by: Shchyptsov, Olexandr A., et al.
Published: (2020)

INVESTIGATION OF THE INFLUENCE OF THE PARAMETERS OF THE WIND FLOW ON THE CHOICE OF THE CHARACTERISTICS OF THE AUTONOMOUS WIND TURBINE
by: Gonsharenko, Yu., et al.
Published: (2022)

Some features of autonomous work of wind and solar power stations
by: Kuznietsov, M.
Published: (2016)

Exploration and extraction of deep minerals without mines and quarries with the help of nuclear autonomous thermal drills-geoprodes
by: Vashchenko, Volodymyr M., et al.
Published: (2023)

The Coevolution Basis of the Economic Security Management of Enterprises
by: V. V. Prokhorova, et al.
Published: (2020)

ECONOMIC ASPECTS OF REALIZATION OF AUTONOMOUS CHARGER STATIONS OF ELECTRIC POWER BASED ON PHOTOELECTRIC BATTERIES
by: Budko, V. I., et al.
Published: (2018)

ECONOMIC ASPECTS OF REALIZATION OF AUTONOMOUS CHARGER STATIONS OF ELECTRIC VEHICLES ON THE BASIS OF WIND TURBINE
by: Budko, V., et al.
Published: (2019)

Software and information simulation complex of multinode integrated and autonomous power and heat supply systems
by: Denysov, Viktor, et al.
Published: (2023)

USE OF WIND TURBINE FOR PRODUCE HYDROGEN IN THE COMPOSITION OF AUTONOMOUS FILLING STATIONS OF ELECTRIC VEHICLES ON FUEL CELLS
by: Budko, V., et al.
Published: (2019)

Multimodal RAG using text and visual data
by: Shevchenko, M.H., et al.
Published: (2025)

To the history of the integrity and paradigm methodology of natural and social coevolution
by: Yu. M. Chernobai
Published: (2019)

Factors of evolution and coevolution of cultural and creative industries in economics
by: M. V. Kichurchak
Published: (2021)

An analysis of ways to improve the speed performance of algorithms for combining images in a combined correlation-extremal navigation systems of aircrafts
by: Mezentsev, A. V., et al.
Published: (2017)

Optimization of parallel perceptron for central processing units
by: Doroshenko, A.Yu., et al.
Published: (2025)

Rapid vs. Qualitative Development
by: Panchenko, T.V.
Published: (2025)

Software architectural design for the interactive learning of sign language
by: Kryvonos, Yu.G., et al.
Published: (2025)

A Parallel Genetic Algorithm to Solve Scheduling the University Class Problem
by: Glybovets, M.M., et al.
Published: (2017)

Specialized search engine system of scientific materials in Ukrainian language with social aspects
by: Glybovets, A.M.
Published: (2025)

Using multicore processors for 3d animation of the sign language
by: Kryvonos, Y.G., et al.
Published: (2026)

Fractal dimensions of gypsum cave-mazes of Western Ukraine
by: Andreychouk, V.N., et al.
Published: (2013)

modelling of autonomous navigation for an unmanned aerial vehicle based on video stream
by: D. V. Voloshin
Published: (2016)

Optimization methods for face recognition algorithmes
by: Sitkov, I.P., et al.
Published: (2025)

A model of functioning process of the aircraft’s cross-correlation extreme navigation system and the factors affecting on the accuracy and productivity of the image processing
by: Меzеntcеv, A. V., et al.
Published: (2016)

Development of mathematical model of operation of autonomous charger station of electric vehicles from vind electric units
by: Budko, V.
Published: (2017)

An approach for software white box testing with genetic algorithm
by: Slabospickaya, O.A., et al.
Published: (2018)

Application of deep learning technology for creating intellectual autonomous machines
by: Bilokon, O.S.
Published: (2020)

On the number of topologies on a finite set
by: Kizmaz, M. Yasir
Published: (2019)

Influence of atmospheric conditions on the radio-location supervision of navigation objects
by: Putyatin, V. G., et al.
Published: (2018)

Technology of autonomous take-off and landing for the modern navigation and pilotage complex of the unmanned aerial vehicle
by: Ye. Volkov, et al.
Published: (2022)

GPS coordinates processing with kalman filtration
by: Doroshenko, А.Yu., et al.
Published: (2018)