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Biol Cybern (2010) 103:299317 DOI 10.1007/s00422-010-0400-z
 

Summary: Biol Cybern (2010) 103:299­317
DOI 10.1007/s00422-010-0400-z
ORIGINAL PAPER
Path planning versus cue responding: a bio-inspired model
of switching between navigation strategies
Laurent Dollé · Denis Sheynikhovich ·
Benoît Girard · Ricardo Chavarriaga ·
Agnès Guillot
Received: 8 January 2010 / Accepted: 21 June 2010 / Published online: 9 July 2010
© Springer-Verlag 2010
Abstract In this article, we describe a new computational
model of switching between path-planning and cue-guided
navigation strategies. It is based on three main assumptions:
(i) the strategies are mediated by separate memory systems
that learn independently and in parallel; (ii) the learning algo-
rithms are different in the two memory systems--the cue-
guided strategy uses a temporal-difference (TD) learning rule
to approach a visible goal, whereas the path-planning strat-
egy relies on a place-cell-based graph-search algorithm to
learn the location of a hidden goal; (iii) a strategy selec-

  

Source: Arleo, Angelo - Laboratory of Neurobiology of Adaptive Processes, Université Pierre-et-Marie-Curie, Paris 6

 

Collections: Biology and Medicine