Models of visually guided routes in ants: embodiment simplifies route acquisition

作者: Bart Baddeley , Paul Graham , Andrew Philippides , Philip Husbands

DOI: 10.1007/978-3-642-25489-5_8

关键词:

摘要: It is known that ants learn long visually-guided routes through complex terrain. However, the mechanisms by which visual information first learnt and then used to control a route direction are not well understood. In this paper we investigate whether simple approach, involving scanning environment moving in appears most familiar, can provide model of visually guided learning ants. The specific embodiment an ant's system means movement viewing tightly coupled, familiar view specifies thus make. We show feasibility our approach as ant-like acquisition non-trivial simulated firstly using complete set views experienced during secondly approximation distribution these views.

参考文章(24)
Geoffrey E. Hinton, A Practical Guide to Training Restricted Boltzmann Machines Neural Networks: Tricks of the Trade (2nd ed.). pp. 599- 619 ,(2012) , 10.1007/978-3-642-35289-8_32
Stéphane Doncieux, Benoît Girard, Agnès Guillot, Jean-Baptiste Mouret, John Hallam, Jean-Arcady Meyer, From Animals to Animats 10 ,(2008)
M. Collett, T. S. Collett, S. Bisch, R. Wehner, Local and global vectors in desert ant navigation Nature. ,vol. 394, pp. 269- 272 ,(1998) , 10.1038/28378
Matthias O. Franz, Bernhard Schölkopf, Hanspeter A. Mallot, Heinrich H. Bülthoff, Learning View Graphs for Robot Navigation Autonomous Robots. ,vol. 5, pp. 111- 125 ,(1998) , 10.1023/A:1008821210922
B. A. Cartwright, T. S. Collett, Landmark learning in bees Journal of Comparative Physiology A-neuroethology Sensory Neural and Behavioral Physiology. ,vol. 151, pp. 521- 543 ,(1983) , 10.1007/BF00605469
Lincoln Smith, Andrew Philippides, Paul Graham, Phil Husbands, Linked Local Visual Navigation and Robustness to Motor Noise and Route Displacement Lecture Notes in Computer Science. pp. 179- 188 ,(2008) , 10.1007/978-3-540-69134-1_18
Rüdiger Wehner, Martin Boyer, Florian Loertscher, Stefan Sommer, Ursula Menzi, Ant Navigation: One-Way Routes Rather Than Maps Current Biology. ,vol. 16, pp. 75- 79 ,(2006) , 10.1016/J.CUB.2005.11.035
Virginie Durier, Paul Graham, Thomas S Collett, Snapshot memories and landmark guidance in wood ants Current Biology. ,vol. 13, pp. 1614- 1618 ,(2003) , 10.1016/J.CUB.2003.08.024
Jochen Zeil, Martin I. Hofmann, Javaan S. Chahl, Catchment areas of panoramic snapshots in outdoor scenes Journal of The Optical Society of America A-optics Image Science and Vision. ,vol. 20, pp. 450- 469 ,(2003) , 10.1364/JOSAA.20.000450
Wolfgang Stürzl, Jochen Zeil, Depth, contrast and view-based homing in outdoor scenes Biological Cybernetics. ,vol. 96, pp. 519- 531 ,(2007) , 10.1007/S00422-007-0147-3