output
19992022
most citedCooperative Multi-Agent Deep Reinforcement Learning for Reliable Surveillance via Autonomous Multi-UAV Control

249 citations

37 papers

cond-mat.mtrl-sci2022★ 15 cited

Reversibly controlled ternary polar states and ferroelectric bias promoted by boosting square-tensile-strain

Jun Han Lee, Nguyen Xuan Duong, Min-Hyoung Jung +23

Interaction between dipoles often emerges intriguing physical phenomena, such as exchange bias in the magnetic heterostructures and magnetoelectric effect in multiferroics, which l…

eess.SY2022★ 249 cited

Cooperative Multi-Agent Deep Reinforcement Learning for Reliable Surveillance via Autonomous Multi-UAV Control

Won Joon Yun, Soohyun Park, Joongheon Kim +4

CCTV-based surveillance using unmanned aerial vehicles (UAVs) is considered a key technology for security in smart city environments. This paper creates a case where the UAVs with…

cs.LG2020★ 28 cited

Counterfactual Explanation Based on Gradual Construction for Deep Networks

Hong-Gyu Jung, Sin-Han Kang, Hee-Dong Kim +2

To understand the black-box characteristics of deep networks, counterfactual explanation that deduces not only the important features of an input space but also how those features…

q-bio.NC2020★ 1 cited

Classification of Visual Perception and Imagery based EEG Signals Using Convolutional Neural Networks

Ji-Seon Bang, Ji-Hoon Jeong, Dong-Ok Won

Recently, visual perception (VP) and visual imagery (VI) paradigms are investigated in several brain-computer interface (BCI) studies. VP and VI are defined as a changing of brain…

cs.CY2020

Preliminary Study of a Google Home Mini

Min Jin Park, Joshua I. James

Many artificial intelligence (AI) speakers have recently come to market. Beginning with Amazon Echo, many companies producing their own speaker technologies. Due to the limitations…

cs.NE2019★ 21 cited

Application of Genetic Algorithm for More Efficient Multi-Layer Thickness Optimization in Solar Cells

Premkumar Vincent, Gwenaelle Cunha Sergio, Jaewon Jang +5

Thin-film solar cells are predominately designed similar to a stacked structure. Optimizing the layer thicknesses in this stack structure is crucial to extract the best efficiency…