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Pursuing theoretical and algorithmic advances in data-driven decision making
Appointed as an Associate Editor of IEEE CSS CEB
July 29, 2019
Insoon Yang has been appointed as an associate editor of the IEEE Control Systems Society (CSS) Conference Editorial Board (CEB) ...
CDC (2 papers): Stochastic Subgradient Methods for DP & Robustness of Reinforcement Learning-Based Controllers
July 21, 2019
Two papers have been accepted to the 2019 IEEE Conference on Decision and Control (CDC): Stochastic subgradient methods for dynamic programming in continuous state and action spaces ...
RA-L & IROS: Risk-Aware Motion Planning and Control Using CVaR-Constrained Optimization
July 2, 2019
The paper "Risk-Aware Motion Planning and Control Using CVaR-Constrained Optimization", authored by Astghik Hakobyan, Gyeong Chan Kim, and Insoon Yang, has been accepted to the IEEE Robotics and ...
BMW x SNU Research Competition 1st Runner-up
October 19, 2018
The research project “Optimal Management of Electric Vehicle Charging Stations Using Approximate Dynamic Programming”, conducted by Wonkyung Do and Changsuk Oh, won the 1st runner-up award in ...
TAC: Submodularity of Storage Placement Optimization in Power Networks
October 1, 2018
The paper “Submodularity of storage placement optimization in power networks,” authored by Junjie Qin, Insoon Yang and Ram Rajagopal, has been accepted to the IEEE Transactions on Automatic ...
Automatica: A Dynamic Game Approach to Distributionally Robust Safety Specifications
August 1, 2018
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 ...
Stochastic Control and Reinforcement Learning
Safe Autonomy and Risk Management
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