Learning Faster by Discovering and Exploiting Object Similarities
In this paper we explore the question: “Is it possible to speed up the learning process of an autonomous agent by performing experiments in a more complex environment (i.e., an environment with a greater number of different objects)?” To this end, we use a simple robotic domain, where the robot has...
Main Authors: | Tadej Janež, Jure Žabkar, Martin Možina, Ivan Bratko |
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Format: | Article |
Language: | English |
Published: |
SAGE Publishing
2013-03-01
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Series: | International Journal of Advanced Robotic Systems |
Online Access: | https://doi.org/10.5772/54659 |
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