As leader

As contributor

Publications

• G. Tapia, A. Colomé and C. Torras. Unsupervised trajectory segmentation and gesture recognition through curvature analysis and the Levenshtein distance, 7th Iberian Robotics Conference, 2024, Madrid, Spain, pp. 1-8.

  Abstract Info PDF

• J.A. Delgado-Guerrero, A. Colomé, S. Foix and C. Torras. Safety methods for Cartesian control of redundant robotic arms, 7th Iberian Robotics Conference, 2024, Madrid, Spain, pp. 1-7.

  Abstract Info PDF

• O. Barbany, A. Colomé and C. Torras. Deformable surface reconstruction via Riemannian metric preservation. Computer Vision and Image Understanding, 249: 104155, 2024.

  Abstract Info PDF

• F. Stulp, A. Colomé and C. Torras. Fitting parameters of linear dynamical systems to regularize forcing terms in Dynamical Movement Primitives, 2024 IEEE International Conference on Robotics and Automation, 2024, Yokohama (Japan), pp. 15024-15030.

  Abstract Info PDF

• D. Blanco-Mulero, O. Barbany, G. Alcan, A. Colomé, C. Torras and V. Kyrki. Benchmarking the sim-to-real gap in cloth manipulation. IEEE Robotics and Automation Letters, 9(3): 2981-2988, 2024.

  Abstract Info PDF

• A. Luque, D. Parent, A. Colomé, C. Ocampo-Martínez and C. Torras. Model predictive control for dynamic cloth manipulation: Parameter learning and experimental validation. IEEE Transactions on Control Systems Technology, 32(4): 1254-1270, 2024.

  Abstract Info PDF

• E. Caldarelli, A. Chatalic, A. Colomé, L. Rosasco and C. Torras. Heteroscedastic Gaussian processes and random features: scalable motion primitives with guarantees, 2023 Conference on Robot Learning, 2023, Atlanta, GA, USA, pp. 3010-3029, PMLR.

  Abstract Info PDF

• E. Caldarelli, A. Colomé, C. Ocampo-Martínez and C. Torras. Quadratic dynamic matrix control for fast cloth manipulation, 2023 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2023, Detroit, MI, USA, pp. 8178-8185.

  Abstract Info PDF

• F. Amadio, J.A. Delgado-Guerrero, A. Colomé and C. Torras. Controlled Gaussian process dynamical models with application to robotic cloth manipulation. International Journal of Dynamics and Control , 11: 3209-3219, 2023.

  Abstract Info PDF

• M. Arduengo, A. Colomé, J. Lobo, L. Sentis and C. Torras. Gaussian-process-based learning from demonstration. Journal of Ambient Intelligence and Humanized Computing, 2023.

  Abstract Info PDF

PhD Theses as supervisor

• Learning control from data: Convergence guarantees and applications to robotic cloth manipulation

  Student:

  Edoardo Caldarelli

  Started:

  16/06/2021

  Description Info

• Feedback models for real-time robotic cloth manipulation

  Student:

  Oriol Barbany Mayor

  Started:

  19/07/2021

  Description Info