Viewpoint Selection for the Efficient Teleoperation of a Robot Arm Using Reinforcement Learning

Author:

Liu Haoxiang1,Komatsu Ren1ORCID,Nakashima Shinsuke1ORCID,Hamada Hiroyuki1ORCID,Matsuhira Nobuto1,Asama Hajime1ORCID,Yamashita Atsushi2ORCID

Affiliation:

1. Department of Precision Engineering, Graduate School of Engineering, The University of Tokyo, Tokyo, Japan

2. Department of Human and Engineered Environmental Studies, Graduate School of Frontier Sciences, The University of Tokyo, Chiba, Japan

Funder

Japan Atomic Energy Agency (JAEA) Nuclear Energy Science and Technology (S&T) and Human Resource Development

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

General Engineering,General Materials Science,General Computer Science,Electrical and Electronic Engineering

Reference25 articles.

1. Auto-encoding variational Bayes;kingma;arXiv 1312 6114,2013

2. Recurrent world models facilitate policy evolution;ha;Proc Adv Neural Inf Process Syst,2018

3. Viewpoint Selection without Subject Experiments for Teleoperation of Robot Arm in Reaching Task Using Reinforcement Learning

4. Stochastic backpropagation and approximate inference in deep generative models;rezende;Proc Int Conf Mach Learn,2014

5. Environmental camera placements for skilled operators in unmanned construction

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