1 citations · 1 across the 1 of their papers we have counts for
6 papers
An Inextensible Model for Robotic Simulations of Textiles
Franco Coltraro, Jaume Amorós, Maria Alberich-Carramiñana +1
We introduce a new isometric strain model for the study of the dynamics of cloth garments in a moderate stress environment, such as robotic manipulation in the neighborhood of huma…
Online Action Recognition
Alejandro Suárez-Hernández, Javier Segovia-Aguas, Carme Torras +1
Recognition in planning seeks to find agent intentions, goals or activities given a set of observations and a knowledge library (e.g. goal states, plans or domain theories). In thi…
Task-Adaptive Robot Learning from Demonstration with Gaussian Process Models under Replication
Miguel Arduengo, Adrià Colomé, Júlia Borràs +2
Learning from Demonstration (LfD) is a paradigm that allows robots to learn complex manipulation tasks that can not be easily scripted, but can be demonstrated by a human teacher.…
STRIPS Action Discovery
Alejandro Suárez-Hernández, Javier Segovia-Aguas, Carme Torras +1
The problem of specifying high-level knowledge bases for planning becomes a hard task in realistic environments. This knowledge is usually handcrafted and is hard to keep updated,…
Dynamic Cloth Manipulation with Deep Reinforcement Learning
Rishabh Jangir, Guillem Alenya, Carme Torras
In this paper we present a Deep Reinforcement Learning approach to solve dynamic cloth manipulation tasks. Differing from the case of rigid objects, we stress that the followed tra…
A Grasping-centered Analysis for Cloth Manipulation
Júlia Borràs, Guillem Alenya, Carme Torras
Compliant and soft hands have gained a lot of attention in the past decade because of their ability to adapt to the shape of the objects, increasing their effectiveness for graspin…