March 7, 2017

Beyond AI: Interdisciplinary Aspects of Artificial by Romportl Jan, Ircing Pavel, Zackova Eva, Schuster Radek,

By Romportl Jan, Ircing Pavel, Zackova Eva, Schuster Radek, Polak Michal (eds.)

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It integrates several types of action selection mechanisms and learning into one system. The main advantages are in its autonomy, ability to gain all information from the environment and decomposition of the decision space into the hierarchy of abstract actions, which dramatically reduces the total size of decision space. The agent learns how to exploit the environment continuously, where the learning of new abilities is driven by his physiology, autonomously created intentions, planner and neural network.

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