Design optimization of soft robots: A review of the state of the art

F Chen, MY Wang - IEEE Robotics & Automation Magazine, 2020 - ieeexplore.ieee.org
Robotics has undergone a profound revolution in the past 50 years, moving from the
laboratory and research institute to the factory and home. Kinematics and dynamics theories …

Unfolding the literature: A review of robotic cloth manipulation

A Longhini, Y Wang, I Garcia-Camacho… - Annual Review of …, 2024 - annualreviews.org
The realm of textiles spans clothing, households, healthcare, sports, and industrial
applications. The deformable nature of these objects poses unique challenges that prior …

Add: Analytically differentiable dynamics for multi-body systems with frictional contact

M Geilinger, D Hahn, J Zehnder, M Bächer… - ACM Transactions on …, 2020 - dl.acm.org
We present a differentiable dynamics solver that is able to handle frictional contact for rigid
and deformable objects within a unified framework. Through a principled mollification of …

Contact models in robotics: a comparative analysis

Q Le Lidec, W Jallet, L Montaut, I Laptev… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
Physics simulation is ubiquitous in robotics. Whether in model-based approaches (eg,
trajectory optimization), or model-free algorithms (eg, reinforcement learning), physics …

Constraining dense hand surface tracking with elasticity

B Smith, C Wu, H Wen, P Peluse, Y Sheikh… - ACM Transactions on …, 2020 - dl.acm.org
Many of the actions that we take with our hands involve self-contact and occlusion: shaking
hands, making a fist, or interlacing our fingers while thinking. This use of of our hands …

Scalable sim-to-real transfer of soft robot designs

S Kriegman, AM Nasab, D Shah… - 2020 3rd IEEE …, 2020 - ieeexplore.ieee.org
The manual design of soft robots and their controllers is notoriously challenging, but it could
be augmented-or, in some cases, entirely replaced-by automated design tools. Machine …

Sim-to-real for robotic tactile sensing via physics-based simulation and learned latent projections

Y Narang, B Sundaralingam, M Macklin… - … on Robotics and …, 2021 - ieeexplore.ieee.org
Tactile sensing is critical for robotic grasping and manipulation of objects under visual
occlusion. However, in contrast to simulations of robot arms and cameras, current …

Stein variational model predictive control

A Lambert, A Fishman, D Fox, B Boots… - arXiv preprint arXiv …, 2020 - arxiv.org
Decision making under uncertainty is critical to real-world, autonomous systems. Model
Predictive Control (MPC) methods have demonstrated favorable performance in practice …

Simulation of vision-based tactile sensors using physics based rendering

A Agarwal, T Man, W Yuan - 2021 IEEE International …, 2021 - ieeexplore.ieee.org
Tactile sensing has seen a rapid adoption with the advent of vision-based tactile sensors.
Vision-based tactile sensors provide high resolution, compact and inexpensive data to …

Contact and friction simulation for computer graphics

S Andrews, K Erleben, Z Ferguson - ACM SIGGRAPH 2022 Courses, 2022 - dl.acm.org
Efficient simulation of contact is of interest for numerous physics-based animation
applications. For instance, virtual reality training, video games, rapid digital prototyping, and …