TD3 algorithm structure. حسب Hasan Raza Khanzada (22404835)

"…Five prominent RL algorithms that include Deep Deterministic Policy Gradient (DDPG), Twin Delayed Deep Deterministic Policy Gradient (TD3), Proximal Policy Optimization (PPO), Trust Region Policy Optimization (TRPO) and Soft Actor-Critic (SAC) are evaluated to determine their suitability for complex UAV flight dynamics, while highlighting their relative strengths and limitations. …"

TD3 algorithm. حسب 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 Heading Control (left) and Roll Control (right) obtained on TD3 agent. حسب Hasan Raza Khanzada (22404835)

The Altitude Control (left) and Training Curve (right) obtained on TD3 agent. حسب Hasan Raza Khanzada (22404835)

Parameters for TD3 approach [60]. حسب 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). …"

Performance of machine learning algorithms. حسب Wenxue Liu (6877754)

Dataset for Fine-Tuning Code Generation Models: Kannada-English Algorithmic Statements and Python Code حسب Goutami Sooda (20714729)

Data and code resources. حسب Sam Hall-McMaster (10343795)

Risk element category diagram. حسب Yao Hu (3479972)

The parameter setting of the evolutionary neural network. حسب Wenbing Shi (5806160)

الموضوعات:

The genome coding scheme. حسب Wenbing Shi (5806160)

الموضوعات:

Example measurement and analysis units for landscape elements. حسب Jaewon Han (8660295)

Algorithmic experimental parameter design. حسب Chuanxi Xing (20141665)

"…This method effectively utilizes the degrees of freedom provided by the virtual array, reducing noise interference, and exhibiting better performance in terms of positioning accuracy and algorithm stability.</p></div>…"

<b>Discrimination of gold deposit types based on big data analysis and machine learning techniques</b> حسب Lihao Feng (20837036)

الموضوعات:

Flowchart of DQN algorithm. حسب Jiandong Qiu (20389944)

Comparison of different algorithms. حسب Jiandong Qiu (20389944)

The optimal number of clusters identified using the GMM clustering algorithm. حسب Dinh K. Tang (20469082)

Optimal number of clusters identified using the GMM clustering algorithm. حسب Dinh K. Tang (20469082)

Spatial spectrum estimation for three algorithms. حسب Chuanxi Xing (20141665)

"…This method effectively utilizes the degrees of freedom provided by the virtual array, reducing noise interference, and exhibiting better performance in terms of positioning accuracy and algorithm stability.</p></div>…"

Impact of multiunit merging on neural information encoding. حسب Daniel Suárez-Barrera (22676654)

الموضوعات: