Memetic Engineering as a Basis for Learning in Robotic Communities
Author(s) -
W. Truszkowski,
Christopher Rouff,
Mohammad Akhavannik
Publication year - 2014
Publication title -
22nd aerospace sciences meeting
Language(s) - English
Resource type - Conference proceedings
DOI - 10.2514/6.2014-1323
Subject(s) - computer science , basis (linear algebra) , memetics , memetic algorithm , artificial intelligence , human–computer interaction , evolutionary algorithm , mathematics , geometry
This paper represents a new contribution to the growing literature on memes. While most memetic thought has been focused on its implications on humans, this paper speculates on the role that memetics can have on robotic communities. Though speculative, the concepts are based on proven advanced multi agent technology work done at NASA - Goddard Space Flight Center and Lockheed Martin. The paper is composed of the following sections : 1) An introductory section which gently leads the reader into the realm of memes. 2) A section on memetic engineering which addresses some of the central issues with robotic learning via memes. 3) A section on related work which very concisely identifies three other areas of memetic applications, i.e., news, psychology, and the study of human behaviors. 4) A section which discusses the proposed approach for realizing memetic behaviors in robots and robotic communities. 5) A section which presents an exploration scenario for a community of robots working on Mars. 6) A final section which discusses future research which will be required to realize a comprehensive science of robotic memetics.
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