Pursuing theoretical and algorithmic advances in data-driven decision making

News

BMW x SNU Research Competition 1st Runner-up

BMW x SNU Research Competition 1st Runner-up

The research project “Optimal Management of Electric Vehicle Charging Station using Approximate Dynamic Programming”, conducted by Wonkyung Do and Changsuk Oh, won the 1st runner-up award in ...
Submodularity of Storage Placement Optimization in Power Networks

Submodularity of Storage Placement Optimization in Power Networks

The paper “Submodularity of storage placement optimization in power networks,” authored by Junjie Qin, Insoon Yang and Ram Rajagopal, has been accepted to IEEE Transactions on Automatic ...
Distributionally Robust Safety Specifications

Distributionally Robust Safety Specifications

The paper “A dynamic game approach to distributionally robust safety specification for stochastic systems”, authored by Insoon Yang, has been published in Automatica. It provides a novel ...
Creative-Pioneering Researcher

Creative-Pioneering Researcher

Prof. Yang has been selected as a Creative-Pioneering Researcher at SNU. He will conduct research on “Optimal Control and Reinforcement Learning with Inaccurate Data”. This is an ...
Korea-Germany Intelligent Manufacturing Systems Laboratory (NRF)

Korea-Germany Intelligent Manufacturing Systems Laboratory (NRF)

Our proposal “Korea-German Intelligent Manufacturing Systems Laboratory” gets funded by NRF (Lead PI: Prof. Sung-Hoon Ahn, Co-PIs: Profs. Chong Nam Chu, Byung Dong Yoon, Insoon Yang, Christian ...
CORE lab has moved from USC to SNU

CORE lab has moved from USC to SNU

We are excited to do some fun stuffs at SNU. It’s good to be back! ...

Research Areas

Stochastic Control and Reinforcement Learning

Safe Autonomy and Risk Management

Cyber-Physical Systems