Iuliu Alexandru Zamfirache

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 7

Top Topics

Reinforcement Learning

Recursive Least Squares

Top Venues

IEEE Trans. Instrum. Meas.

Expert Syst. Appl.

Publications

Iuliu Alexandru Zamfirache, Radu-Emil Precup, Emil M. Petriu
Adaptive reinforcement learning-based control using proximal policy optimization and slime mould algorithm with experimental tower crane system validation. Appl. Soft Comput. 160 (2024)
Iuliu Alexandru Zamfirache, Radu-Emil Precup, Raul-Cristian Roman, Emil M. Petriu
Neural Network-based control using Actor-Critic Reinforcement Learning and Grey Wolf Optimizer with experimental servo system validation. Expert Syst. Appl. 225 (2023)
Iuliu Alexandru Zamfirache, Radu-Emil Precup, Raul-Cristian Roman, Emil M. Petriu
Reinforcement Learning-based control using Q-learning and gravitational search algorithm with experimental validation on a nonlinear servo system. Inf. Sci. 583 (2022)
Iuliu Alexandru Zamfirache, Radu-Emil Precup, Raul-Cristian Roman, Emil M. Petriu
Policy Iteration Reinforcement Learning-based control using a Grey Wolf Optimizer algorithm. Inf. Sci. 585 (2022)
Raul-Cristian Roman, Radu-Emil Precup, Elena-Lorena Hedrea, Stefan Preitl, Iuliu Alexandru Zamfirache, Claudia-Adina Bojan-Dragos, Emil M. Petriu
Iterative Feedback Tuning Algorithm for Tower Crane Systems. ITQM (2021)
Radu-Emil Precup, Teodor-Adrian Teban, Adriana Albu, Alexandra-Bianca Borlea, Iuliu Alexandru Zamfirache, Emil M. Petriu
Evolving Fuzzy Models for Prosthetic Hand Myoelectric-Based Control. IEEE Trans. Instrum. Meas. 69 (7) (2020)
Radu-Emil Precup, Teodor-Adrian Teban, Adriana Albu, Alexandra-Bianca Borlea, Iuliu Alexandru Zamfirache, Emil M. Petriu
Evolving Fuzzy Models for Prosthetic Hand Myoelectric-based Control Using Weighted Recursive Least Squares Algorithm for Identification. ROSE (2019)