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Article overview
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Intelligent systems in the context of surrounding environment | | Joseph Wakeling
; Per Bak
; | | Date: |
24 Dec 2001 | | Journal: | Physical Review E 64 (2001) 051920 DOI: 10.1103/PhysRevE.64.051920 | | Subject: | Adaptation and Self-Organizing Systems; Disordered Systems and Neural Networks; Neurons and Cognition | nlin.AO cond-mat.dis-nn q-bio.NC | | Abstract: | We investigate the behavioral patterns of a population of agents, each controlled by a simple biologically motivated neural network model, when they are set in competition against each other in the Minority Model of Challet and Zhang. We explore the effects of changing agent characteristics, demonstrating that crowding behavior takes place among agents of similar memory, and show how this allows unique `rogue’ agents with higher memory values to take advantage of a majority population. We also show that agents’ analytic capability is largely determined by the size of the intermediary layer of neurons. In the context of these results, we discuss the general nature of natural and artificial intelligence systems, and suggest intelligence only exists in the context of the surrounding environment (embodiment). Source code for the programs used can be found at http://neuro.webdrake.net . | | Source: | arXiv, nlin.AO/0201046 | | Other source: | [GID 942025] pmid11735981 | | Services: | Forum | Review | PDF | Favorites | |
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