Robust Dual View Deep Agent

Motivated by recent advance of machine learning using Deep Reinforcement Learning this paper proposes a modified architecture that produces more robust agents and speeds up the training process. Our architecture is based on Asynchronous Advantage Actor-Critic (A3C) algorithm where the total input di...

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Veröffentlicht in:	arXiv.org 2018-04
Hauptverfasser:	Sobh, Ibrahim M, Darwish, Nevin M
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Architecture Computer & video games Machine learning Robustness Training
Online-Zugang:	Volltext
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