Anomaly Detection of Water Level Using Deep Autoencoder. - Isack Thomas Nicholaus; Jun Ryeol Park; Kyuil Jung; Jun-Seoung Lee; Dae-Ki Kang (Sensors, 2021)

Robust experience replay sampling for multi-agent reinforcement learning. - Isack Thomas Nicholaus; Dae-Ki Kang (Pattern Recognit. Lett., 2022)

One-Class Convolutional Neural Networks for Water-Level Anomaly Detection. - Isack Thomas Nicholaus; Jun-Seoung Lee; Dae-Ki Kang (Sensors, 2022)

FTPSG: Feature mixture transformer and potential-based subgoal generation for hierarchical multi-agent reinforcement learning. - Isack Thomas Nicholaus; Dae-Ki Kang (Expert Syst. Appl., 2025)