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Abstract: In this paper, we present a novel Model Predictive Control method for autonomous robot planning and control subject to arbitrary forms of uncertainty. The proposed Risk-Aware Model ...
Abstract: This paper explores the use of separated representation to improve the scalability of the Koopman operator for both continuous- and discrete-time dynamical systems. We propose an ...
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