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eess.SY2020
Stability Analysis of Complementarity Systems with Neural Network Controllers
Alp Aydinoglu, Mahyar Fazlyab, Manfred Morari +1
Complementarity problems, a class of mathematical optimization problems with orthogonality constraints, are widely used in many robotics tasks, such as locomotion and manipulation,…
cs.RO2020
Stabilization of Complementarity Systems via Contact-Aware Controllers
Alp Aydinoglu, Philip Sieg, Victor M. Preciado +1
We propose a control framework which can utilize tactile information by exploiting the complementarity structure of contact dynamics. Since many robotic tasks, like manipulation an…