Fitness functions in evolutionary robotics: A survey and analysis

AL Nelson, GJ Barlow, L Doitsidis - Robotics and Autonomous Systems, 2009 - Elsevier
This paper surveys fitness functions used in the field of evolutionary robotics (ER).
Evolutionary robotics is a field of research that applies artificial evolution to generate control …

Maze exploration behaviors using an integrated evolutionary robotics environment

AL Nelson, E Grant, JM Galeotti, S Rhody - Robotics and Autonomous …, 2004 - Elsevier
This paper presents results generated with a new evolutionary robotics (ER) simulation
environment and its complementary real mobile robot colony research test-bed. Neural …

Evolutionary reactive behavior for mobile robots navigation

JAF León, M Tosini, GG Acosta - IEEE Conference on …, 2004 - ieeexplore.ieee.org
Mobile robot's navigation and obstacle avoidance in an unknown environment is analyzed
in this paper. From the guidance of position sensors, artificial neural network (ANN) based …

Using direct competition to select for competent controllers in evolutionary robotics

AL Nelson, E Grant - Robotics and Autonomous Systems, 2006 - Elsevier
Evolutionary robotics (ER) is a field of research that applies artificial evolution toward the
automatic design and synthesis of intelligent robot controllers. The preceding decade saw …

Computational intelligence in autonomous mobile robotics-A review

L Wang - Proceedings of 2002 International Symposium on …, 2002 - ieeexplore.ieee.org
In the recent decades the application of artificial evolution to autonomous mobile robots to
enable them to adapt their behaviors to changes of the environments has attracted much …

An experimental study on evolutionary reactive behaviors for mobile robots navigation

JA Fernández León, MA Tosini… - Journal of Computer …, 2005 - sedici.unlp.edu.ar
Mobile robot's navigation and obstacle avoidance in an unknown and static environment is
analyzed in this paper. From the guidance of position sensors, artificial neural network …

A vision-based pathfinder using MOEA with low-cost gene encoding for navigating a mobile robot

WC Wang, CY Ng, R Chen - 2020 International Automatic …, 2020 - ieeexplore.ieee.org
The pathfinding is generally regarded as a multi-objective optimization problem that
simultaneously optimizes the shortest path and the least collision-free distance to obstacles …

Artificial evolution mechanisms in robot navigation

I Paterega - … 11th International Conference The Experience of …, 2011 - ieeexplore.ieee.org
Artificial evolution mechanisms in robot navigation Page 1 281 CADSM’2011, 23-25 February,
2011, Polyana-Svalyava (Zakarpattya), UKRAINE Artificial Evolution Mechanismsin Robot …

Main Strategies for Autonomous Robotic Controller Design

I Paterega - Радиоэлектроника и информатика, 2011 - cyberleninka.ru
This review gives an overall introduction to the artificial evolution mechanism. It presents the
main strategies for robotic controller design. It gives a review of the pertinent literature …

Estudio experimental sobre comportamientos reactivos-evolutivos en navegación de robots móviles

JA Fernández León, MA Tosini… - XI Congreso Argentino …, 2005 - sedici.unlp.edu.ar
En este trabajo se analiza la navegación y la evasión de obstáculos para robots móviles en
un ambiente no conocido, estático y simulado. A partir de la lectura de los sensores de …