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...
Wedi'i Gadw mewn:
| Prif Awdur: | |
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| Fformat: | Online |
| Iaith: | Saesneg |
| Cyhoeddwyd: |
KIT Scientific Publishing
2021
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| Pynciau: | |
| Mynediad Ar-lein: | 35389 |
| Tagiau: |
Dim Tagiau, Byddwch y cyntaf i dagio'r cofnod hwn!
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