4 citations · 5 across the 4 of their papers we have counts for
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eess.SY2022★ 4 cited
Learning For Predictive Control: A Dual Gaussian Process Approach
Yuhan Liu, Pengyu Wang, Roland Tóth
An important issue in model-based control design is that an accurate dynamic model of the system is generally nonlinear, complex, and costly to obtain. This limits achievable contr…
cs.RO2022★ 1 cited
Learning Continuous Control Policies for Information-Theoretic Active Perception
Pengzhi Yang, Yuhan Liu, Shumon Koga +2
This paper proposes a method for learning continuous control policies for active landmark localization and exploration using an information-theoretic cost. We consider a mobile rob…