Grasp stability prediction with sim-to-real transfer from tactile sensing
Robot simulation has been an essential tool for data-driven manipulation tasks. However,
most existing simulation frameworks lack either efficient and accurate models of physical …
most existing simulation frameworks lack either efficient and accurate models of physical …
Learning in-hand translation using tactile skin with shear and normal force sensing
Recent progress in reinforcement learning (RL) and tactile sensing has significantly
advanced dexterous manipulation. However, these methods often utilize simplified tactile …
advanced dexterous manipulation. However, these methods often utilize simplified tactile …
Elastic tactile simulation towards tactile-visual perception
Tactile sensing plays an important role in robotic perception and manipulation tasks. To
overcome the real-world limitations of data collection, simulating tactile response in a virtual …
overcome the real-world limitations of data collection, simulating tactile response in a virtual …
Zero-shot sim-to-real transfer of tactile control policies for aggressive swing-up manipulation
This letter aims to show that robots equipped with a vision-based tactile sensor can perform
dynamic manipulation tasks without prior knowledge of all the physical attributes of the …
dynamic manipulation tasks without prior knowledge of all the physical attributes of the …
PhotoElasticFinger: robot tactile fingertip based on photoelastic effect
D Mukashev, N Zhuzbay, A Koshkinbayeva… - Sensors, 2022 - mdpi.com
The sense of touch is fundamental for a one-to-one mapping between the environment and
a robot that physically interacts with the environment. Herein, we describe a tactile fingertip …
a robot that physically interacts with the environment. Herein, we describe a tactile fingertip …
Tactile-based task definition through edge contact formation setpoints for object exploration and manipulation
Z Kappassov, JAC Ramon… - IEEE Robotics and …, 2022 - ieeexplore.ieee.org
In autonomous robot tasks involving physical contacts with the environment, it is still
challenging to perform dexterous manipulation. Force control approaches and force sensors …
challenging to perform dexterous manipulation. Force control approaches and force sensors …
Integrating Point Spread Function into Taxel-based Tactile Pattern Super Resolution
B Wu, Q Liu - IEEE Transactions on Haptics, 2024 - ieeexplore.ieee.org
The past decade has witnessed the development of tactile sensors, which have been
increasingly considered as an essential equipment in robotics, especially the dexterous …
increasingly considered as an essential equipment in robotics, especially the dexterous …
Comparisons of data-driven models for detecting slip occurrence and direction based on simulations of tactile sensing
H Wu, C Liu, J Ling, R Xu, J Shen - Transactions of the …, 2024 - cdnsciencepub.com
Slip detection based on tactile sensing plays a crucial role for a robot to achieving stable
grasps by promptly adjusting its grasping state. Detecting the occurrence of slippage has …
grasps by promptly adjusting its grasping state. Detecting the occurrence of slippage has …
Elastic interaction of particles for robotic tactile simulation
Tactile sensing plays an important role in robotic perception and manipulation. To overcome
the real-world limitations of data collection, simulating tactile response in virtual environment …
the real-world limitations of data collection, simulating tactile response in virtual environment …
Crossing the Reality Gap in Tactile-Based Learning
Tactile sensors are believed to be essential in robotic manipulation, and prior works often
rely on experts to reason the sensor feedback and design a controller. With the recent …
rely on experts to reason the sensor feedback and design a controller. With the recent …