IEEE - Institute of Electrical and Electronics Engineers, Inc. - Dynamical Hyperparameter Optimization via Deep Reinforcement Learning in Tracking

Author(s): Xingping Dong ; Jianbing Shen ; Wenguan Wang ; Ling Shao ; Haibin Ling ; Fatih Porikli
Sponsor(s): IEEE Computer Society
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Volume: PP
Page(s): 1
ISSN (CD): 2160-9292
ISSN (Electronic): 1939-3539
ISSN (Paper): 0162-8828
DOI: 10.1109/TPAMI.2019.2956703
Regular:

Hyperparameters are numerical pre-sets whose values are assigned prior to the commencement of a learning process. Selecting appropriate hyperparameters is often critical for achieving satisfactory... View More

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