The Robot Basal Ganglia:

Action selection by an embedded model of the basal ganglia
  • Tony J. Prescott
  • Kevin Gurney
  • Fernando Montes-Gonzalez
  • Mark Humphries
  • Peter Redgrave
Part of the Advances in Behavioral Biology book series (ABBI, volume 52)

Abstract

Action selection is the task of resolving conflicts between multiple sensorimotor systems seeking access to the final common motor path. Recently,1,2 we proposed that the basal ganglia may act to provide a biological solution to the problem of selection. To test this notion we have implemented a high level computational model of intrinsic basal ganglia circuitry and its interactions with simulated thalamocortical connections.3,4 The computational model was then exposed to the rigors of `real world’ action selection by embedding it within the control architecture of a small mobile robot.5 In a mock foraging task, the robot was required to select appropriate actions under changing sensory and motivational conditions, thereby generating sequences of integrated behavior. Our results demonstrate: (i) the computational model of basal ganglia switches effectively between competing channels depending on the dynamics of relative input ‘salience’; (ii) its performance is enhanced by inclusion of anatomically inspired thalamocortical circuitry; (iii) in the robot, the model demonstrates appropriate and clean switching between different actions and is able to generate coherent sequences of behavior.

Keywords

Basal Ganglion Globus Pallidus Action Selection Robot Model Coherent Sequence 
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.

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Copyright information

© Springer Science+Business Media New York 2002

Authors and Affiliations

  • Tony J. Prescott
  • Kevin Gurney
  • Fernando Montes-Gonzalez
  • Mark Humphries
  • Peter Redgrave
    • 1
  1. 1.Department of PsychologyUniversity of Sheffield, Western BankSheffieldUK

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