University of Hertfordshire

By the same authors

Epigenetic adaptation in action selection environments with temporal dynamics

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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Original languageEnglish
Title of host publicationAdvances in Artificial Life, ECAL 2013
Subtitle of host publicationProceedings of the Twelfth European Conference on the Synthesis and Simulation of Living Systems
PublisherMIT Press
Pages505-512
Number of pages8
ISBN (Electronic)9780262317092
DOIs
Publication statusPublished - 2 Sep 2013

Abstract

To operate in dynamic environments robots must be able to adapt
their behaviour to meet the challenges that these pose while being
constrained by their physical and computational limitation. In this
paper we continue our study into using biologically inspired
epigenetic adaptation through hormone modulation as a way to
accommodate the needed flexibility in robots’ behaviour, focusing on
problems of temporal dynamics. We have specifically framed our
study in three variants of dynamic three-resource action selection
environment. The challenges posed by these environments include:
moving resources, temporal and increasing unavailability of
resources, and cyclic changes in type and availability of resources
related to cyclic environmental changes.

Notes

John Lones, Lola Canamero, and Andrew Lewis, 'Epigenetic adaptation in action selection environments with temporal dynamics' in Pietro Lio, et al, eds., Advances in Artificial Life ECAL 2013, Proceedings of the twelfth European conference on the synthesis and simulation of living systems, (Massachussetts: MIT, 2013), available at doi: 10.7551/978-0-262-31709-2-ch073. This is an open access publication under the CC Attribution-NonCommercial-NoDerivs 3.0 United States license. http://creativecommons.org/licenses/by/nc/nd/3.0/us/. You are free to share - to copy, distribute and transmit the work under the following conditions: Attribution: You must attribute the work in the manner specified by the author or licensor; Noncommercial: You may not use this work for commercial purposes; No Derivative Works: You may not alter, transform, or build upon this work.

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