The Robot in the Swarm: An Investigation into Agent Embodiment within Virtual Robotic Swarms

This paper explores the notion of ‘degree of embodiment’ within the context of autonomous agent research, specifically within swarms of virtual robotic agents. Swarms of virtual robots with systematically varied degrees of embodiment are designed and implemented, and a 3D world created for them. Exp...

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Hauptverfasser: Newton, Adam Lee, Nehaniv, Chrystopher L., Dautenhahn, Kerstin
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Nehaniv, Chrystopher L.
Dautenhahn, Kerstin
description This paper explores the notion of ‘degree of embodiment’ within the context of autonomous agent research, specifically within swarms of virtual robotic agents. Swarms of virtual robots with systematically varied degrees of embodiment are designed and implemented, and a 3D world created for them. Experimental simulations are then carried out wherein groups of these robots perform swarm tasks, and levels of performance for each group are measured and analysed. Analysis of this data suggests that there is no simple linear or monotonic correlation between degree of agent embodiment and swarm performance (in this particular virtual environment), but rather that an ‘ideal’ degree of embodiment exists to create a superior swarm behaviour for a given task in a given environment.
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source Springer Books
subjects Applied sciences
Artificial intelligence
Computer science
control theory
systems
Control theory. Systems
Controller Iteration
Exact sciences and technology
Learning and adaptive systems
Robotic Agent
Robotics
Sensor Range
Sensory Channel
Virtual Robot
title The Robot in the Swarm: An Investigation into Agent Embodiment within Virtual Robotic Swarms
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