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(PDF) Concurrent Learning Based Dual Control for ...
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2021年8月18日 — This paper proposes an optimal autonomous search framework, namely Dual Control for Exploration and Exploitation (DCEE), for a target at unknown ...
Concurrent Learning Based Dual Control for Exploration ...
arXiv
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arXiv
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由 Z Li 著作2021被引用 8 次 — Concurrent Learning Based Dual Control for. Exploration and Exploitation in Autonomous Search. Zhongguo Li, Wen-Hua Chen, Fellow, IEEE, and ...
Concurrent Learning Based Dual Control for Exploration and ...
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A concurrent learning framework for source search in an unknown environment using autonomous platforms equipped with onboard sensors that not only ...
[2108.08062] Concurrent Active Learning in Autonomous ...
arXiv
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由 Z Li 著作2021被引用 8 次 — Concurrent Active Learning in Autonomous Airborne Source Search: Dual Control for Exploration and Exploitation. Authors:Zhongguo Li, Wen-Hua ...
(PDF) Concurrent Active Learning in Autonomous Airborne ...
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Inspired by the concept of recently proposed dual control for exploration and exploitation, this article presents a multistep dual control for exploration and ...
Cooperative Active Learning based Dual Control for ...
Research Explorer The University of Manchester
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Research Explorer The University of Manchester
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由 Z Li 著作2024被引用 4 次 — 1) COAL-DCEE provides a computationally efficient al- gorithm for autonomous search problems with dual effects of exploration and exploitation, which renders a ...
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Concurrent Learning Based Dual Control for Exploration and ...
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Bibliographic details on Concurrent Learning Based Dual Control for Exploration and Exploitation in Autonomous Search.
Dual Control for Exploration and Exploitation
IEEE Xplore
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由 Z Li 著作2022被引用 8 次 — 1) A concurrent active learning algorithm with multiple environ- ment estimators is developed, which achieves a balanced tradeoff between exploitation of ...
8 頁
Zhongguo Li
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Concurrent learning based dual control for exploration and exploitation in autonomous search. Z Li, WH Chen, J Yang. arXiv preprint arXiv:2108.08062, 2021. 5 ...
[PDF] Dual Control for Exploitation and Exploration (DCEE) ...
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A dual control framework for exploration and exploitation (DCEE) to solve an auto-optimisation problem in such complex settings by eliminating the need for ...