Robot Learning

Name: Robot Learning
Brand: Springer-Verlag New York Inc.
SKU: 9781461363965
Price: 893.22 RON
Availability: InStock

Autor: J. H. Connell, Sridhar Mahadevan

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Editura: Springer-Verlag New York Inc.

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Building a robot that learns to perform a task has been acknowledged as one of the major challenges...

Informații despre carte

Autor

J. H. Connell, Sridhar Mahadevan

Limbă

engleză

Legare

Carte - Carte broșată

Publicat

2012

Pagini

240

EAN

9781461363965

ISBN

1461363969

Enbook ID

02180588

Editura

Springer-Verlag New York Inc.

Greutate

397

Dimensiuni

155 x 235 x 15

Descriere completă

Building a robot that learns to perform a task has been acknowledged as one of the major challenges facing artificial intelligence. Self-improving robots would relieve humans from much of the drudgery of programming and would potentially allow operation in environments that were changeable or only partially known. Progress towards this goal would also make fundamental contributions to artificial intelligence by furthering our understanding of how to successfully integrate disparate abilities such as perception, planning, learning and action.§Although its roots can be traced back to the late fifties, the area of robot learning has lately seen a resurgence of interest. The flurry of interest in robot learning has partly been fueled by exciting new work in the areas of reinforcement earning, behavior-based architectures, genetic algorithms, neural networks and the study of artificial life. Robot Learning gives an overview of some of the current research projects in robot learning being carried out at leading universities and research laboratories in the United States. The main research directions in robot learning covered in this book include: reinforcement learning, behavior-based architectures, neural networks, map learning, action models, navigation and guided exploration.§

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