Zobrazeno 1 - 6
of 6
pro vyhledávání: '"Iuliu Alexandru Zamfirache"'
Publikováno v:
Information Sciences. 585:162-175
This paper presents a new Reinforcement Learning (RL)-based control approach that uses the Policy Iteration (PI) and a metaheuristic Grey Wolf Optimizer (GWO) algorithm to train the Neural Networks (NNs). Due to an efficient tradeoff to exploration a
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::c7553d4316116a9f773288d803ba9028
https://doi.org/10.1016/j.ins.2021.11.051
https://doi.org/10.1016/j.ins.2021.11.051
Publikováno v:
Information Sciences. 583:99-120
This paper presents a novel Reinforcement Learning (RL)-based control approach that uses a combination of a Deep Q-Learning (DQL) algorithm and a metaheuristic Gravitational Search Algorithm (GSA). The GSA is employed to initialize the weights and th
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::69a5c6fe8823c400557b7ec23c1602ae
https://doi.org/10.1016/j.ins.2021.10.070
https://doi.org/10.1016/j.ins.2021.10.070
Publikováno v:
Expert Systems with Applications. 225:120112
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::cd46a1984a4545851c218d382aad47e6
https://doi.org/10.1016/j.eswa.2023.120112
https://doi.org/10.1016/j.eswa.2023.120112
Autor:
Teodor-Adrian Teban, Iuliu Alexandru Zamfirache, Radu-Emil Precup, Alexandra-Bianca Borlea, Adriana Albu, Emil M. Petriu
Publikováno v:
IEEE Transactions on Instrumentation and Measurement. 69:4625-4636
This article applies an incremental online identification algorithm to develop a set of evolving fuzzy models (FMs) that characterize the nonlinear finger dynamics of the human hand for the myoelectric (ME)-based control of a prosthetic hand. The FM
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::71955be935755d35a6ed6664b9784786
https://doi.org/10.1109/tim.2020.2983531
https://doi.org/10.1109/tim.2020.2983531
Autor:
Teodor-Adrian Teban, Emil M. Petriu, Alexandra-Bianca Borlea, Radu-Emil Precup, Iuliu Alexandru Zamfirache, Adriana Albu
Publikováno v:
ROSE
This paper discusses the use of the weighted Recursive Least Squares (wRLS) algorithm in the identification of a set of evolving Fuzzy Models (FMs) that characterize the nonlinear finger dynamics of the human hand in the framework of myoelectric (ME)
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::a6d747e8c14ae37109829f944afe8d92
https://doi.org/10.1109/rose.2019.8790416
https://doi.org/10.1109/rose.2019.8790416
Autor:
Precup, Radu-Emil, Teban, Teodor-Adrian, Albu, Adriana, Borlea, Alexandra-Bianca, Zamfirache, Iuliu Alexandru, Petriu, Emil M.
Publikováno v:
IEEE Transactions on Instrumentation & Measurement; Jul2020, Vol. 69 Issue 7, p4625-4636, 12p