Mingu Kwak

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 6

Top Topics

Reinforcement Learning

Top Venues

Eng. Appl. Artif. Intell.

Neural Networks

Publications

Jaehoon Kim, Young Jae Lee, Mingu Kwak, Youngjoon Park, Seoung Bum Kim
DynaSTI: Dynamics modeling with sequential temporal information for reinforcement learning in Atari. Knowl. Based Syst. 299 (2024)
Young Jae Lee, Jaehoon Kim, Mingu Kwak, Young Joon Park, Seoung Bum Kim
STACoRe: Spatio-temporal and action-based contrastive representations for reinforcement learning in Atari. Neural Networks 160 (2023)
Mingu Kwak, Seoung Bum Kim
Unsupervised Abnormal Sensor Signal Detection With Channelwise Reconstruction Errors. IEEE Access 9 (2021)
Jiyoon Lee, Hyungrok Do, Mingu Kwak, Hyungu Kahng, Seoung Bum Kim
Hierarchical segment-channel attention network for explainable multichannel signal classification. Inf. Sci. 567 (2021)
Seulki Lee, Mingu Kwak, Kwok-Leung Tsui, Seoung Bum Kim
Process monitoring using variational autoencoder for high-dimensional nonlinear processes. Eng. Appl. Artif. Intell. 83 (2019)
Mingu Kwak, Seoung Bum Kim
Channel-Wise Reconstruction-Based Anomaly Detection Framework for Multi-channel Sensor Data. IntelliSys (2) (2019)