Abstract:The objective behind this study is to investigate appropriate Machine Learning (ML) techniques-more speciĄcally, Deep Learning (DL)-combined with methods from Computer Vision (CV) for state representation by images, to produce agents capable of solving problems, in real time, in environments with complex properties. Such difficulties require agents to be highly efficient in their learning (and, consequently, decision-making) and environmental perception processes, without which they will not be successful. The… Show more
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