Literature DB >> 7326277

Landmark learning: an illustration of associative search.

A G Barto, R S Sutton.   

Abstract

In a previous paper we defined the associative search problem and presented a system capable of solving it under certain conditions. In this paper we interpret a spatial learning problem as an associative search task and describe the behavior of an adaptive network capable of solving it. This example shows how naturally the associative search problem can arise and permits the search, association, and generalization properties of the adaptive network to be clearly illustrated.

Mesh:

Year:  1981        PMID: 7326277     DOI: 10.1007/bf00335152

Source DB:  PubMed          Journal:  Biol Cybern        ISSN: 0340-1200            Impact factor:   2.086


  2 in total

1.  Neural theory of association and concept-formation.

Authors:  S I Amari
Journal:  Biol Cybern       Date:  1977-05-17       Impact factor: 2.086

Review 2.  A model regulatory system: bacterial chemotaxis.

Authors:  D E Koshland
Journal:  Physiol Rev       Date:  1979-10       Impact factor: 37.312

  2 in total
  6 in total

1.  A model of prefrontal cortical mechanisms for goal-directed behavior.

Authors:  Michael E Hasselmo
Journal:  J Cogn Neurosci       Date:  2005-07       Impact factor: 3.225

2.  Connectionist models of conditioning: A tutorial.

Authors:  E J Kehoe
Journal:  J Exp Anal Behav       Date:  1989-11       Impact factor: 2.468

3.  A neural-network reinforcement-learning model of domestic chicks that learn to localize the centre of closed arenas.

Authors:  Francesco Mannella; Gianluca Baldassarre
Journal:  Philos Trans R Soc Lond B Biol Sci       Date:  2007-03-29       Impact factor: 6.237

Review 4.  Linear function neurons: structure and training.

Authors:  S E Hampson; D J Volper
Journal:  Biol Cybern       Date:  1986       Impact factor: 2.086

5.  Synthesis of nonlinear control surfaces by a layered associative search network.

Authors:  A G Barto; C W Anderson; R S Sutton
Journal:  Biol Cybern       Date:  1982       Impact factor: 2.086

Review 6.  Emergent structured transition from variation to repetition in a biologically-plausible model of learning in basal ganglia.

Authors:  Ashvin Shah; Kevin N Gurney
Journal:  Front Psychol       Date:  2014-02-11
  6 in total

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