Jinkyoo Park
Jinkyoo Park
Professor
Prof. 박진규
Professor's page · publicationsAbout
System Intelligence Lab(SILAB)을 이끌며 불확실성 하의 순차적 의사결정(sequential decision-making)을 연구합니다. 강화학습, 베이지안 최적화, 마르코프 결정과정, 그래프 신경망 등을 활용해 동적 시스템을 모델링하고 제어하며, 복잡한 실세계 의사결정 문제를 푸는 일반 에이전트(generalist agent) 개발을 목표로 합니다.
Research keywords
Recent papers
- FestDPO: Few-step Generator Alignment with Direct Preference OptimizationNewPreprintarXiv (Cornell University) · Sep 28
- LLM-Driven Algorithm Design for Quantum Circuit Synthesis based on Binary Decision DiagramsPreprintarXiv (Cornell University) · Sep 4
From OpenAlex · papers whose author affiliation matches this university
Labs doing related research
Labs that recently published on topics this lab's recent papers share
Quantum Computing Lab
KAIST · Physics
Classical Algorithms for Estimating Expectation Values in Linear Optical CircuitsPhysical Review Letters · Aug 13Shared topic: Quantum Computing Algorithms and Architecture
Minki Hhan
KAIST · Graduate School of Information Security
Trapdoored Clifford Operators and ApplicationsPreprintarXiv (Cornell University) · Oct 1Shared topic: Quantum Computing Algorithms and Architecture
Kim Junmo Lab
KAIST · Electrical Engineering
Before It Fades: Reinforcing Temporal Representations at Inference Time in VideoLLMsNewPreprintarXiv (Cornell University) · Oct 1Shared topic: Generative Adversarial Networks and Image Synthesis
Other labs in this department
- Applied AI LabRecruiting
Il-Chul Moon
Applied Artificial Intelligence Lab.
- Operations Research LabRecruiting
Chanyoung Park
Data Science & Artificial Intelligence Lab.
- Technology Innovation LabRecruiting
Hwanjun Song
Data Intelligence System Lab.
- Financial Engineering Lab
Woo Chang Kim
Financial Engineering Lab.
- Analytics Lab
Hyun-Jung Kim
Manufacturing & Service Systems Lab.
- Human Factors Lab
Shuping Xiong
Human Factors and Ergonomics Lab.