ETRI Knowledge Sharing Platform : Yoo Byunghyun

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Yoo Byunghyun

Department: Integrated Intelligence Research Section

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KSP Keywords: Artificial Intelligence System Multi-Agent Reinforcement Learning Self-Improving State-Of-The-Art Natural Gradient Automatic Evaluation Complex Dynamics High Dimension Reward-Based Based Prioritization Explore Action Learning Algorithms Large-Scale Performance Analysis Starcraft Ii Decision Making Execution Framework Value Function Analytical Approach Joint Action Kullback-Leibler (Kl) Divergence Learning Curve Action Selection Different Levels Conditional Mutual Information Predator-Prey Multi-Agent System(MAS) Efficient Exploration Multi-Item Estimation Technique Item Recommendation

Articles (11)
Patents (2)
Technology Transfer (5)
R&D Reports (3)
Standards (0)
Monographs/Talk (0)

논문 검색결과
Type	Year	Title	Cited
Journal	2024	MuDE: Multi-Agent Decomposed Reward-Based Exploration Byunghyun Yoo Neural Networks, v.179, pp.1-13	0
Journal	2024	Dialog-based multi-item recommendation using automatic evaluation Euisok Chung ETRI Journal, v.46, no.2, pp.277-289	0
Journal	2023	A Survey on Communication Algorithms for Multi-Agent Reinforcement Learning 서승우 전자통신동향분석, v.38, no.4, pp.104-115
Journal	2023	A Survey on Recent Advances in Multi-Agent Reinforcement Learning : Focusing on Decentralized Training with Decentralized Execution Framework 신영환 전자통신동향분석, v.38, no.4, pp.95-103
Conference	2022	On fashion coordination dataset development and the corresponding continual learning systems 한란 한국소프트웨어 종합 학술 대회 2022, pp.719-721
Journal	2022	CuMARL: Curiosity-based Learning in Multi-Agent Reinforcement Learning Devarani Devi Ningombam IEEE Access, v.10, pp.87254-87265	5
Journal	2022	A Novel and Efficient Influence-Seeking Exploration in Deep Multiagent Reinforcement Learning Byunghyun Yoo IEEE Access, v.10, pp.47741-47753	6
Conference	2021	Continual Learning by Using the One-class Learning based on the Class Similarity 한란 한국소프트웨어 종합 학술 대회 2021, pp.679-681
Conference	2021	Acceleration Performance Improvement of Deep Learning Optimizer Using Natural Gradient-based Preconditioner 송화전 한국컴퓨터 종합 학술대회 2021, pp.1-2
Journal	2020	A Survey on Recent Advances in Multi-Agent Reinforcement Learning 유병현 전자통신동향분석, v.35, no.6, pp.137-149
Conference	2020	Multiple output Neural Network based on Multi-Level Verification Learning 송화전 한국 컴퓨터 종합 학술 대회 2020, pp.551-552

특허 검색결과
Status	Year	Patent Name	Country	Family Pat.	KIPRIS
Registered	2020	METHOD AND APPARATUS FOR ONLINE BAYESIAN FEW-SHOT LEARNING	KOREA
Registered	2020	METHOD AND APPARATUS FOR INCREASING KNOWLEDGE BASED ON UNCERTAINTY IN NEURAL NETWORKS	KOREA

기술이전 검색결과
Year	Technology	Transaction Count	Manager
2024	Korean - 12 Foreign Language Automatic Speech Tranalstion Technology	1	Yun Seung
2022	End-to-End Speech Recognition Technology Based on Real-Time Streaming(supporting Korean and 12 languages/foreign language education) and Speaker Diarization Technology(Ver. 1.3.)	9	Yun Seung
2021	End-to-End Speech Recognition Technology Based on Real-Time Streaming	8	Yun Seung
2020	End-to-End Speech Recognition Technology(supporting Korean and 12 languages/foreign language education) and Speaker Diarization Technology	21	Yun Seung
2020	On-device Non-native Speech Recognition System for Language Learning	1	Kiyoung Park

연구보고서 검색결과
Type	Year	Research Project	Primary Investigator
Annual Report	2021	Core Technology Research for Self-Improving Integrated Artificial Intelligence System	Hwa Jeon Song
Annual Report	2021	Core Technology Research for Self-Improving Integrated Artificial Intelligence System	Hwa Jeon Song
Annual Report	2019	Core Technology Research for Self-Improving Artificial Intelligence System	Hwa Jeon Song

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