2019

Data-driven distributionally robust stochastic control of energy storage for wind power ramp management using the…

Risk-aware motion planning and control using CVaR-constrained optimization Astghik Hakobyan, Gyeong Chan Kim, and Insoon…

Sample efficient home power anomaly detection in real time using semi-supervised learning Xinlin Wang, Insoon…

Submodularity of storage placement optimization in power networks Junjie Qin, Insoon Yang, and Ram Rajagopal…

Stochastic subgradient methods for dynamic programming in continuous state and action spaces  Sunho Jang, and…

On improving the robustness of reinforcement learning-based controllers using disturbance observer Jeong Woo Kim, Hyungbo Shim,…