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Lenka Pitonakova
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Proceedings Papers
. alif2016, ALIFE 2016, the Fifteenth International Conference on the Synthesis and Simulation of Living Systems306-313, (July 4–6, 2016) 10.1162/978-0-262-33936-0-ch053
Abstract
View Papertitled, Task Allocation in Foraging Robot Swarms: The Role of Information Sharing
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for content titled, Task Allocation in Foraging Robot Swarms: The Role of Information Sharing
Autonomous task allocation is a desirable feature of robot swarms that collect and deliver items in scenarios where congestion, caused by accumulated items or robots, can temporarily interfere with swarm behaviour. In such settings, self-regulation of workforce can prevent unnecessary energy consumption. We explore two types of self-regulation: non-social, where robots become idle upon experiencing congestion, and social, where robots broadcast information about congestion to their team mates in order to socially inhibit foraging. We show that while both types of self- regulation can lead to improved energy efficiency and increase the amount of resource collected, the speed with which information about congestion flows through a swarm affects the scalability of these algorithms.
Proceedings Papers
. alife2014, ALIFE 14: The Fourteenth International Conference on the Synthesis and Simulation of Living Systems264-271, (July 30–August 2, 2014) 10.1162/978-0-262-32621-6-ch043
Proceedings Papers
Controlling Ant-Based Construction
Open Access
. ecal2013, ECAL 2013: The Twelfth European Conference on Artificial Life151-158, (September 2–6, 2013) 10.1162/978-0-262-31709-2-ch023