Ghosh, Siddhartha, Marshall, Ian W. (2005) Simple Model of Learning and Collective Decision Making during Nectar Source Selection by Honey Bees. In: Simple Model of Learning and Collective Decision Making during Nectar Source Selection by Honey Bees. . University of Kent (KAR id:14241)
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Abstract
Swarm Robotics is an area of active research interest where groups of robots coordinate and perform collective tasks. Existing ap- proaches to Learning and Collective Decision Making amongst a group of robots is complex. In this paper, we propose a simple model of learn- ing and collective decision making in honey bees engaged in foraging for suitable nectar-sites. Our simple model takes into consideration dis- crete numbers of bees and considers a®ects of noise and randomness. We achieve this by using an algorithm for exact stochastic simulation used in physical chemistry. Using this model, we wish to understand the au- tonomous learning and collective decision making process that a swarm of robots might employ.
Item Type: | Conference or workshop item (Paper) |
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Additional information: | Workshop on Memory and Learning Mechanisms in Autonomous Robots |
Subjects: | Q Science > QA Mathematics (inc Computing science) > QA 76 Software, computer programming, |
Divisions: | Divisions > Division of Computing, Engineering and Mathematical Sciences > School of Computing |
Depositing User: | Mark Wheadon |
Date Deposited: | 24 Nov 2008 18:02 UTC |
Last Modified: | 05 Nov 2024 09:48 UTC |
Resource URI: | https://kar.kent.ac.uk/id/eprint/14241 (The current URI for this page, for reference purposes) |
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