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Evolving action selection and selective attention without action, attention, or selection

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posted on 2023-06-08, 06:17 authored by Anil SethAnil Seth
A minimal animat architecture, consisting only of a set of autonomous, direct, and continuously active sensorimotor links, is shown to support a full range of `action selection' phenomena. A genetic algorithm is used to engineer the activation functions supported by these links. No `actions' are `selected' in this model, and the use of artificial evolution means that there is no artificial separation of the problems of `link design' from `link fusion'. Implications are drawn for how the concepts of `action selection' and `selective attention' may relate to the idea of coherence between sensorimotor processes.

History

Publication status

  • Published

Publisher

MIT Press

Pages

8.0

Presentation Type

  • paper

Event name

Proceedings of the 5th Conference on the Simulation of Adaptive Behavior

Event location

Cambridge, MA

Event type

conference

ISBN

0-262-66144-6

Department affiliated with

  • Informatics Publications

Full text available

  • No

Peer reviewed?

  • Yes

Editors

R Pfeifer, SW Wilson, J.-A. Meyer, B Blumberg

Legacy Posted Date

2012-02-06

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