Efficient Reinforcement Learning using Gaussian Processes
This book examines Gaussian processes in both model-based reinforcement learning (RL) and inference in nonlinear dynamic systems.First, we introduce PILCO, a fully Bayesian approach for efficient RL in continuous-valued state and action spaces when no expert knowledge is available. PILCO takes model...
Tallennettuna:
Päätekijä: | |
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Aineistotyyppi: | Elektroninen Kirjan osa |
Kieli: | englanti |
Julkaistu: |
KIT Scientific Publishing
2010
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Sarja: | Karlsruhe Series on Intelligent Sensor-Actuator-Systems / Karlsruher Institut für Technologie, Intelligent Sensor-Actuator-Systems Laboratory
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Aiheet: | |
Linkit: | DOAB: download the publication DOAB: description of the publication |
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Internet
DOAB: download the publicationDOAB: description of the publication
3rd Floor Main Library
Hyllypaikka: |
A1234.567 |
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Nide 1 | Saatavissa |