ML algorithms in cyber security. by Abdullah Asım Yılmaz (20715311)

The actual training effect of four algorithms on original photo data (All images are original images taken by the author). by Xiaojun Wang (50332)

Subjects:

Operational mechanism diagram of deep reinforcement learning retrieval optimization module, based on the user interaction retrieval strategy optimization process, encodes the user... by Yali Chen (24494)

The run time for each algorithm in seconds. by Edward Antonian (21453161)

“…The goal of this paper is to examine several extensions to KGR/GPoG, with the aim of generalising them a wider variety of data scenarios. The first extension we consider is the case of graph signals that have only been partially recorded, meaning a subset of their elements is missing at observation time. …”

Proposed Algorithm. by Hend Bayoumi (22693738)

“…Hence, an Energy-Harvesting Reinforcement Learning-based Offloading Decision Algorithm (EHRL) is proposed. …”

Algorithm process. by Wei Cui (92129)

RL block diagram. by Ahmed M. Hassan (8893106)

“…This paper proposes a new reinforcement learning (RL) control algorithm based twin-delayed deep deterministic policy gradient (TD3) algorithm to tune two cascaded PI controllers in a five-phase interior permanent magnet synchronous motor (5ph-IPMSM) drive system based model predictive control (MPC). …”

The method for determining the chemical constituents of unknown materials in the algorithm. by Dong Hyeok Choi (12562048)

The Search process of the genetic algorithm. by Wenguang Li (6528113)

Subjects:

Comparison of results for the four scenarios based on nonlinear inductor circuit model. by Mahmoud Abd El-Hady (20558624)

The construction process of the FCM clustering algorithm. by Xini Fang (20861990)

Subjects:

Summary of the comparison between the RL based TD3 and the metahuristic optimization techniques at speed 1600 rpm. by Ahmed M. Hassan (8893106)

Summary of the comparison between the RL based TD3 and the metahuristic optimization techniques at speed 3200 rpm. by Ahmed M. Hassan (8893106)

Processed results from ECG data with the P-T algorithm. by Daehyun Kwon (11985629)

Multi-sensor fusion process and algorithm workflow. by Hongliang Zou (20707270)

The score curves of <i>LazyAct</i>, IMPALA and TempoRL. by Hongjie Zhang (136127)

Scatter diagram of different principal elements. by Jizhong Wang (7441697)

Overall RL control framework. by Kübra Akbaş (18611351)

The flowchart of GWO-VMD method. by Zhenjing Yao (22189970)

“…We propose a novel seismic random noise suppression method based on enhanced variational mode decomposition (VMD) with grey wolf optimization (GWO) algorithm, which applies the envelope entropy to evaluate the wolf individual fitness, determine the grey wolf hierarchy, and obtain the optimized key elements <i><i>K</i></i> and <i>α</i> in VMD. …”

Data after data processing. by Jiaqi Wang (369548)