Dynamic movement primitives in robotics: A tutorial survey

M Saveriano, FJ Abu-Dakka… - … Journal of Robotics …, 2023 - journals.sagepub.com
Biological systems, including human beings, have the innate ability to perform complex
tasks in a versatile and agile manner. Researchers in sensorimotor control have aimed to …

Fundamental processes in sensorimotor learning: Reasoning, refinement, and retrieval

JS Tsay, HE Kim, SD McDougle, JA Taylor, A Haith… - Elife, 2024 - elifesciences.org
Motor learning is often viewed as a unitary process that operates outside of conscious
awareness. This perspective has led to the development of sophisticated models designed …

Iterative residual policy: for goal-conditioned dynamic manipulation of deformable objects

C Chi, B Burchfiel, E Cousineau… - … Journal of Robotics …, 2024 - journals.sagepub.com
This paper tackles the task of goal-conditioned dynamic manipulation of deformable objects.
This task is highly challenging due to its complex dynamics (introduced by object …

Exploiting redundancy to facilitate physical interaction

J Hermus, J Lachner, D Verdi… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
The control of kinematically redundant robots is often approached using nullspace
projection, which requires precise models and can be computationally challenging. Humans …

Motor control beyond reach—how humans hit a target with a whip

A Krotov, M Russo, M Nah… - Royal Society Open …, 2022 - royalsocietypublishing.org
Humans are strikingly adept at manipulating complex objects, from tying shoelaces to
cracking a bullwhip. These motor skills have highly nonlinear interactive dynamics that defy …

Learning to manipulate a whip with simple primitive actions–A simulation study

MC Nah, A Krotov, M Russo, D Sternad, N Hogan - Iscience, 2023 - cell.com
This simulation study investigated whether a 4-degrees-of-freedom (DOF) arm could strike a
target with a 50-DOF whip using a motion profile similar to discrete human movements. The …

Dynamic primitives in constrained action: Systematic changes in the zero-force trajectory

J Hermus, J Doeringer, D Sternad… - Journal of …, 2024 - journals.physiology.org
Humans substantially outperform robotic systems in tasks that require physical interaction,
despite seemingly inferior muscle bandwidth and slow neural information transmission. The …

Robot control based on motor primitives: A comparison of two approaches

MC Nah, J Lachner, N Hogan - The International Journal of …, 2024 - journals.sagepub.com
Motor primitives are fundamental building blocks of a controller which enable dynamic robot
behavior with minimal high-level intervention. By treating motor primitives as basic …

Body mechanics, optimality, and sensory feedback in the human control of complex objects

RS Razavian, M Sadeghi, S Bazzi, R Nayeem… - Neural …, 2023 - direct.mit.edu
Humans are adept at a wide variety of motor skills, including the handling of complex objects
and using tools. Advances to understand the control of voluntary goal-directed movements …

Dynamic primitives limit human force regulation during motion

AM West, J Hermus, ME Huber… - IEEE robotics and …, 2022 - ieeexplore.ieee.org
Humans excel at physical interaction despite long feedback delays and low-bandwidth
actuators. Yet little is known about how humans manage physical interaction. A quantitative …