The following three papers from our group have been accepted for presentation at the 62nd IEEE Conference on Decision and Control (CDC).
Distributionally robust differential dynamic programming with Wasserstein distance
by Astghik Hakobyan, and Insoon Yang (L-CSS option)
Data-driven stochastic optimization using upper confidence bounds: Performance guarantees and distributional robustness
by Youngchae Cho, and Insoon Yang
On concentration bounds for Bayesian identification of linear non-Gaussian systems
by Yeoneung Kim, Gihun Kim, and Insoon Yang