Behavior selection system for robot using neural network

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Abstract

With the progress of technology, the realization of a symbiotic society with human beings and robots sharing the same environment has become an important subject. An example of this kind of systems is soccer game. Soccer is a multi-agent game that requires strategies by taking into account each member's position and actions. In this paper, we discuss the results of the development of a learning system that uses SOM to select behaviors depending on the situation.

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Tominaga, M., Takemura, Y., & Ishii, K. (2020). Behavior selection system for robot using neural network. In Proceedings of International Conference on Artificial Life and Robotics (Vol. 2020, pp. 98–101). ALife Robotics Corporation Ltd. https://doi.org/10.5954/ICAROB.2020.OS22-2

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