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Near-Optimal Mixed Strategy for Zero-Sum Linear-Quadratic Differential Games
Tao Xu, Wang Xi, Jianping He
Deriving analytic solutions for optimal mixed strategies in zero-sum linear-quadratic differential games (ZSLQDGs) remains an open problem. In this paper, we analytically synthesiz…
Distributionally Robust Probabilistic Prediction for Stochastic Dynamical Systems
Tao Xu, Jianping He
Probabilistic prediction of stochastic dynamical systems (SDSs) aims to accurately predict the conditional probability distributions of future states. However, accurate probabilist…
Robust Probabilistic Prediction for Stochastic Dynamical Systems
Tao Xu, Jianping He
It is critical and challenging to design robust predictors for stochastic dynamical systems (SDSs) with uncertainty quantification (UQ) in the prediction. Specifically, robustness…
Near-Optimal Mixed Strategy for Zero-Sum Differential Games
Tao Xu, Wang Xi, Jianping He
Synthesizing near-optimal mixed strategies for zero-sum differential games (ZSDGs) has been a longstanding challenge. Existing research mainly focuses on characterizing the theoret…