Stimulus Control for Semi-autonomous Computer Canine-Training

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Abstract

For thousands of years, humans have domesticated and trained dogs to perform tasks for them. Humans have developed areas of study, such as Applied Behavior Analysis, which aim to improve the training process. We introduce a semi-autonomous, canine-training system by combining existing research in Applied Behavior Analysis with computer systems consisting of hardware, software, audio, and visual components. These components comprise a biohybrid system capable of autonomously training a dog to perform a specific behavior on command. In this paper we further our previous computer canine-training system by the application of stimulus control over a newly-acquired, free operant behavior. This system uses light and sound as a discriminative stimulus for the behavior of a dog pushing a button with its nose. Indications of simple stimulus control of this behavior were achieved. Our pilot of this system indicates canine learning comparable to that from a professional dog trainer.

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Majikes, J. J., Yuschak, S., Walker, K., Brugarolas, R., Mealin, S., Foster, M., … Roberts, D. L. (2017). Stimulus Control for Semi-autonomous Computer Canine-Training. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 10384 LNCS, pp. 279–290). Springer Science and Business Media Deutschland GmbH. https://doi.org/10.1007/978-3-319-63537-8_24

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