Research Article
Establishing Interaction between Machine and Medaka using Deep Q-Network
@INPROCEEDINGS{10.4108/eai.3-12-2015.2262508, author={Ryo Nishimura and Hiroyuki Iizuka and Masahito Yamamoto}, title={Establishing Interaction between Machine and Medaka using Deep Q-Network}, proceedings={9th EAI International Conference on Bio-inspired Information and Communications Technologies (formerly BIONETICS)}, publisher={ACM}, proceedings_a={BICT}, year={2016}, month={5}, keywords={machine animal interaction deep q network real time medaka}, doi={10.4108/eai.3-12-2015.2262508} }- Ryo Nishimura
Hiroyuki Iizuka
Masahito Yamamoto
Year: 2016
Establishing Interaction between Machine and Medaka using Deep Q-Network
BICT
EAI
DOI: 10.4108/eai.3-12-2015.2262508
Abstract
Social interaction is the basic ability for animals to survive. It is difficult for a machine to interact with human or other animals because it is not clear how the machine should interact. This paper examines whether an artificial dot controlled by a machine can interact with a medaka and induce a desired behavior. The dot is displayed on a monitor. We use deep Q network (DQN) to learn how to move the dot. As a result, the DQN could learn some basic elements to interact with the medaka and the desired behavior could be induced.
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