1 citations · 2 across the 4 of their papers we have counts for
4 papers
From Digital to Physical Reservoir Computing: Co-Optimizing Soft Robotic Reservoirs via Dynamics Matching
Nicola Visentin, Maximilian Stölzle, Mariano Ramírez Montero +3
Soft robotic substrates are promising for Physical Reservoir Computing (PRC) because their compliant nonlinear dynamics can provide temporal memory, high-dimensional state transfor…
Mastering Contact-rich Tasks by Combining Soft and Rigid Robotics with Imitation Learning
Mariano Ramírez Montero, Ebrahim Shahabi, Giovanni Franzese +3
Soft robots have the potential to revolutionize the use of robotic systems with their capability of establishing safe, robust, and adaptable interactions with their environment, bu…
MROS: A framework for robot self-adaptation
Gustavo Rezende Silva, Darko Bozhinoski, Mario Garzon Oviedo +5
Self-adaptation can be used in robotics to increase system robustness and reliability. This work describes the Metacontrol method for self-adaptation in robotics. Particularly, it…
Solving Robot Assembly Tasks by Combining Interactive Teaching and Self-Exploration
Mariano Ramirez Montero, Giovanni Franzese, Jeroen Zwanepol +1
Many high precision (dis)assembly tasks are still being performed by humans, whereas this is an ideal opportunity for automation. This paper provides a framework which enables a no…