Výsledky vyhledávání

Report

Diffusion-based Episodes Augmentation for Offline Multi-Agent Reinforcement Learning

Autor: Oh, Jihwan, Kim, Sungnyun, Kim, Gahee, Kim, Sunghwan, Yun, Se-Young

Offline multi-agent reinforcement learning (MARL) is increasingly recognized as crucial for effectively deploying RL algorithms in environments where real-time interaction is impractical, risky, or costly. In the offline setting, learning from a stat

Externí odkaz: http://arxiv.org/abs/2408.13092

Zobrazit plný text záznamu

Report

Non-backtracking Graph Neural Networks

Autor: Park, Seonghyun, Ryu, Narae, Kim, Gahee, Woo, Dongyeop, Yun, Se-Young, Ahn, Sungsoo

The celebrated message-passing updates for graph neural networks allow representing large-scale graphs with local and computationally tractable updates. However, the updates suffer from backtracking, i.e., a message flowing through the same edge twic

Externí odkaz: http://arxiv.org/abs/2310.07430

Zobrazit plný text záznamu

Report

Automated Solubility Analysis System and Method Using Computer Vision and Machine Learning

Autor: Kim, Gahee, Jeon, Minwoo, Choi, Hyun Do, Cho, Jun Ki, Choi, Youn-Suk, Hwang, Hyoseok

In this study, a novel active solubility sensing device using computer vision is proposed to improve separation purification performance and prevent malfunctions of separation equipment such as preparative liquid chromatographers and evaporators. The

Externí odkaz: http://arxiv.org/abs/2304.12972

Zobrazit plný text záznamu

Akademický článek

Analysis of host factor networks during hepatitis B virus infection in primary human hepatocytes.

Autor: Hwangbo, Suhyun¹ (AUTHOR), Kim, Gahee^2,3 (AUTHOR), Choi, Yongwook² (AUTHOR), Park, Yong Kwang² (AUTHOR), Bae, Songmee² (AUTHOR), Ryu, Jae Yong⁴ (AUTHOR), Hur, Wonhee² (AUTHOR) wonhee.her@gmail.com

Publikováno v: Virology Journal. 8/1/2024, Vol. 21 Issue 1, p1-12. 12p.