410 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Universitat Politècnica de CatalunyaES53 papers
- Consejo Superior de Investigaciones CientíficasES11 papers
- Carnegie Mellon UniversityUS3 papers
- Centre National de la Recherche ScientifiqueFR3 papers
- Italian Institute of TechnologyIT3 papers
- The University of Texas at AustinUS3 papers
- Aalto UniversityFI2 papers
- Barcelona Supercomputing CenterES2 papers
- California Institute of TechnologyUS2 papers
- CentraleSupélecFR2 papers
- Delft University of TechnologyNL2 papers
- ETH ZurichCH2 papers
9 papers · 1 filter
Multi-FinGAN: Generative Coarse-To-Fine Sampling of Multi-Finger Grasps
Jens Lundell, Enric Corona, Tran Nguyen Le +5
While there exists many methods for manipulating rigid objects with parallel-jaw grippers, grasping with multi-finger robotic hands remains a quite unexplored research topic. Reaso…
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…
Chance-constrained Stochastic MPC of Astlingen Urban Drainage Benchmark Network
Jan Lorenz Svensen, Congcong Sun, Gabriela Cembrano +1
In urban drainage systems (UDS), a proven method for reducing the combined sewer overflow (CSO) pollution is real-time control (RTC) based on model predictive control (MPC). MPC me…
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.…
3D Human Shape and Pose from a Single Low-Resolution Image with Self-Supervised Learning
Xiangyu Xu, Hao Chen, Francesc Moreno-Noguer +2
3D human shape and pose estimation from monocular images has been an active area of research in computer vision, having a substantial impact on the development of new applications,…
Online Network-Constrained Dispatch of Distributed Generators in Radial Networks
Hazem A. Abdelghany, Carlos Ocampo-Martinez, Nicanor Quijano
High penetration of distributed generation will be characteristic to future distribution networks. The dynamic, intermittent, uncertain and deregulated nature of distributed genera…
Multi-task closed-loop inverse kinematics stability through semidefinite programming
Josep Marti-Saumell, Angel Santamaria-Navarro, Carlos Ocampo-Martinez +1
Today's complex robotic designs comprise in some cases a large number of degrees of freedom, enabling for multi-objective task resolution (e.g., humanoid robots or aerial manipulat…
Fault Handling in Large Water Networks with Online Dictionary Learning
Paul Irofti, Florin Stoican, Vicenç Puig
Fault detection and isolation in water distribution networks is an active topic due to its model's mathematical complexity and increased data availability through sensor placement.…
Gaussian-Process-based Robot Learning from Demonstration
Miguel Arduengo, Adrià Colomé, Joan Lobo-Prat +2
Endowed with higher levels of autonomy, robots are required to perform increasingly complex manipulation tasks. Learning from demonstration is arising as a promising paradigm for t…