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Learning Motor Skills: From Algorithms to Robot Experiments Kober Author
14 Angebote vergleichen
Preise | 2016 | 2019 | 2020 |
---|---|---|---|
Schnitt | € 96,78 | € 93,29 | € 93,72 |
Nachfrage |
Learning Motor Skills (2013)
ISBN: 9783319377322 bzw. 3319377329, vermutlich in Englisch, Springer Shop, Taschenbuch, neu.
This book presents the state of the art in reinforcement learning applied to robotics both in terms of novel algorithms and applications. It discusses recent approaches that allow robots to learn motor. skills and presents tasks that need to take into account the dynamic behavior of the robot and its environment, where a kinematic movement plan is not sufficient. The book illustrates a method that learns to generalize parameterized motor plans which is obtained by imitation or reinforcement learning, by adapting a small set of global parameters and appropriate kernel-based reinforcement learning algorithms. The presented applications explore highly dynamic tasks and exhibit a very efficient learning process. All proposed approaches have been extensively validated with benchmarks tasks, in simulation and on real robots. These tasks correspond to sports and games but the presented techniques are also applicable to more mundane household tasks. The book is based on the first author’s doctoral thesis, which won the 2013 EURON Georges Giralt PhD Award. Soft cover.
Learning Motor Skills (2013)
ISBN: 9783319031941 bzw. 3319031945, in Deutsch, Springer Shop, neu, E-Book, elektronischer Download.
This book presents the state of the art in reinforcement learning applied to robotics both in terms of novel algorithms and applications. It discusses recent approaches that allow robots to learn motor. skills and presents tasks that need to take into account the dynamic behavior of the robot and its environment, where a kinematic movement plan is not sufficient. The book illustrates a method that learns to generalize parameterized motor plans which is obtained by imitation or reinforcement learning, by adapting a small set of global parameters and appropriate kernel-based reinforcement learning algorithms. The presented applications explore highly dynamic tasks and exhibit a very efficient learning process. All proposed approaches have been extensively validated with benchmarks tasks, in simulation and on real robots. These tasks correspond to sports and games but the presented techniques are also applicable to more mundane household tasks. The book is based on the first author’s doctoral thesis, which won the 2013 EURON Georges Giralt PhD Award. eBook.
Learning Motor Skills (2016)
ISBN: 9783319377322 bzw. 3319377329, in Deutsch, Springer Aug 2016, Taschenbuch, neu, Nachdruck.
Von Händler/Antiquariat, AHA-BUCH GmbH [51283250], Einbeck, Germany.
This item is printed on demand - Print on Demand Neuware - This book presents the state of the art in reinforcement learning applied to robotics both in terms of novel algorithms and applications. It discusses recent approaches that allow robots to learn motor. 208 pp. Englisch.
Learning Motor Skills: From Algorithms to Robot Experiments Jens Kober Author (2013)
ISBN: 9783319377322 bzw. 3319377329, vermutlich in Englisch, Springer International Publishing, Taschenbuch, neu.
This book presents the state of the art in reinforcement learning applied to robotics both in terms of novel algorithms and applications. It discusses recent approaches that allow robots to learn motor.skills and presents tasks that need to take into account the dynamic behavior of the robot and its environment, where a kinematic movement plan is not sufficient. The book illustrates a method that learns to generalize parameterized motor plans which is obtained by imitation or reinforcement learning, by adapting a small set of global parameters and appropriate kernel-based reinforcement learning algorithms. The presented applications explore highly dynamic tasks and exhibit a very efficient learning process. All proposed approaches have been extensively validated with benchmarks tasks, in simulation and on real robots. These tasks correspond to sports and games but the presented techniques are also applicable to more mundane household tasks. The book is based on the first author’s doctoral thesis, which won the 2013 EURON Georges Giralt PhD Award.
Learning Motor Skills - From Algorithms to Robot Experiments
ISBN: 9783319031941 bzw. 3319031945, vermutlich in Englisch, Springer International Publishing, neu, E-Book, elektronischer Download.
Learning Motor Skills : From Algorithms to Robot Experiments
ISBN: 9783319031941 bzw. 3319031945, in Englisch, Springer Berlin Heidelberg, neu, E-Book, elektronischer Download.
This overview by an award-winning researcher of the ways reinforcement learning can be applied to robotics includes new algorithms and applications. It assesses their success in benchmark tasks such as darts, table tennis, and ball-throwing and bouncing.
Learning Motor Skills (2016)
ISBN: 9783319377322 bzw. 3319377329, in Deutsch, Springer International Publishing AG, neu, Nachdruck.
New Book.Shipped from US within 10 to 14 business days.THIS BOOK IS PRINTED ON DEMAND. Established seller since 2000.
Learning Motor Skills (2016)
ISBN: 9783319377322 bzw. 3319377329, in Deutsch, Springer International Publishing AG, neu, Nachdruck.
New Book. Delivered from our US warehouse in 10 to 14 business days. THIS BOOK IS PRINTED ON DEMAND.Established seller since 2000.
Learning Motor Skills (2014)
ISBN: 3319377329 bzw. 9783319377322, vermutlich in Englisch, Springer International Publishing, Taschenbuch, neu, Nachdruck.
Learning Motor Skills (2014)
ISBN: 3319377329 bzw. 9783319377322, vermutlich in Englisch, Taschenbuch, neu, Nachdruck.