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International Journal of Applied Mathematics and Computer Science
Volume 29 (2019): Numero 2 (June 2019)
Accesso libero
An Active Exploration Method for Data Efficient Reinforcement Learning
Dongfang Zhao
Dongfang Zhao
,
Jiafeng Liu
Jiafeng Liu
,
Rui Wu
Rui Wu
,
Dansong Cheng
Dansong Cheng
e
Xianglong Tang
Xianglong Tang
| 04 lug 2019
International Journal of Applied Mathematics and Computer Science
Volume 29 (2019): Numero 2 (June 2019)
Advances in Complex Cloud and Service Oriented Computing (special section, pp. 213-274), Anna Kobusińska, Ching-Hsien Hsu, Kwei-Jay Lin (Eds.)
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Pubblicato online:
04 lug 2019
Pagine:
351 - 362
Ricevuto:
18 lug 2018
Accettato:
31 gen 2019
DOI:
https://doi.org/10.2478/amcs-2019-0026
Parole chiave
reinforcement learning
,
information entropy
,
PILCO
,
data efficiency
© 2019 Dongfang Zhao et al., published by Sciendo
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.
Dongfang Zhao
School of Computer Science and Technology Harbin Institute of Technology
Harbin, China
Jiafeng Liu
School of Computer Science and Technology Harbin Institute of Technology
Harbin, China
Rui Wu
School of Computer Science and Technology Harbin Institute of Technology
Harbin, China
Dansong Cheng
School of Computer Science and Technology Harbin Institute of Technology
Harbin, China
Xianglong Tang
School of Computer Science and Technology Harbin Institute of Technology
Harbin, China