19 citations · 66 across the 27 of their papers we have counts for
3 papers · 1 filter
Anthropomorphic Grasping with Neural Object Shape Completion
Diego Hidalgo-Carvajal, Hanzhi Chen, Gemma C. Bettelani +6
The progressive prevalence of robots in human-suited environments has given rise to a myriad of object manipulation techniques, in which dexterity plays a paramount role. It is wel…
Optimally Controlling the Timing of Energy Transfer in Elastic Joints: Experimental Validation of the Bi-Stiffness Actuation Concept
Edmundo Pozo Fortunić, Mehmet C. Yildirim, Dennis Ossadnik +3
Elastic actuation taps into elastic elements' energy storage for dynamic motions beyond rigid actuation. While Series Elastic Actuators (SEA) and Variable Stiffness Actuators (VSA)…
Learning optimal controllers: a dynamical motion primitive approach
Hugo T. M. Kussaba, Abdalla Swikir, Fan Wu +3
Real-time computation of optimal control is a challenging problem and, to solve this difficulty, many frameworks proposed to use learning techniques to learn (possibly sub-optimal)…