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). …"

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

الموضوعات:

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). …"

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

The genome coding scheme. حسب Wenbing Shi (5806160)

الموضوعات:

Comparison of Uniform Manifold Approximation and Projection (UMAP)-based and feature-based spike sorting on synthetic data. حسب Daniel Suárez-Barrera (22676654)

الموضوعات:

Ablation experiment for the micro-localization algorithm model. حسب Zhongjian Xie (4633099)

Ablation experiment for the macro-detection algorithm model. حسب Zhongjian Xie (4633099)

Identification of CRG based on WGCNA algorithm. حسب Lin Feng (84785)

Algorithm flow based on CL-EPIDTN. حسب Fang Yang (123514)

Dynamic window based median filtering algorithm. حسب Li Yuan (102305)

"…Therefore, the study proposes a signal automatic modulation classification model based on fixed K-mean algorithm and denoising autoencoder. …"

Algorithm parameter settings employed in the experiments on simulated data. حسب Liyan Sun (760586)

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

الموضوعات:

The errors of the predictions based on different algorithm methods. حسب Zhang Wei (317854)

Performance profile of the four algorithms based on CPU time. حسب Sulaiman M. Ibrahim (20614376)

الموضوعات:

Performance profile of the four algorithms based on number of iteration. حسب Sulaiman M. Ibrahim (20614376)

الموضوعات:

The proportions of immune cells based on the CIBERSORTx algorithm. حسب Wan-Jing Zhen (20427813)

الموضوعات: