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Discovering Hierarchy in Reinforcement Learning. Automatic Modelling of Task-Hierarchies by Machines through Sense-Act Interactions with their Environments

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Аннотация к книге "Discovering Hierarchy in Reinforcement Learning. Automatic Modelling of Task-Hierarchies by Machines through Sense-Act Interactions with their Environments"

We are relying more and more on machines to perform tasks that were previously the sole domain of humans. There is a need to make machines more self- adaptable and for them to set their own sub-goals. Designing machines that can make sense of the world they inhabit is still an open research problem. Fortunately many complex environments exhibit structure that can be modelled as an inter-related set of subsystems. Subsystems are often repetitive in time and space and reoccur many times as...

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Издательство: Книга по требованию
Дата выхода: июль 2011
ISBN: 978-3-6390-5924-3
Объём: 196 страниц
Масса: 319 г
Размеры(высота, ширина, толщина), см: 23 x 16 x 1

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