Carme Torras Genís

Profesora de Investigación


Subline:

Perception and Manipulation


E-mail torras (at) iri.upc.edu

Phone 93 4015790

Web http://www.iri.upc.edu/people/torras

Carme Torras is Research Professor at the Spanish Scientific Research Council (CSIC). She received M.Sc. degrees in Mathematics and Computer Science from the Universitat de Barcelona and the University of Massachusetts, respectively, and a Ph.D. degree in Computer Science from the Technical University of Catalonia (UPC). She is ECCAI Fellow (2007), member of Academia Europaea (2010), member of the Reial Acadèmia de Ciències i Arts de Barcelona (2013), and Editor of the IEEE Trans. on Robotics.

  • Current
  • Archive

As leader

As contributor

Publications

  • A. Jevtić, A. Colomé, G. Alenyà and C. Torras. Robot motion adaptation through user intervention and reinforcement learning. Pattern Recognition Letters, 2017, to appear.

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  • A. Agostini, G. Alenyà, A. Fischbach, H. Scharr, F. Wörgötter and C. Torras. A cognitive architecture for automatic gardening. Computers and Electronics in Agriculture, 138: 69-79, 2017.

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  • A. Colomé and C. Torras. Dual REPS: A generalization of relative entropy policy search exploiting bad experiences. IEEE Transactions on Robotics, 33(4), 2017, to appear.

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  • S. Thiusius, B. Anders, S. Christian, N. Wantia, J. Rossmann, D. Martínez, G. Alenyà, C. Torras, U. Ales, N. Bojan, K. Aljaž, F. Wörgötter, E.E. Aksoy, J. Papon, S. Haller, J. Piater and N. Krüger. Teaching a robot the semantics of assembly tasks. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2017, to appear.

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  • E. Simo-Serra, C. Torras and F. Moreno-Noguer. 3D human pose tracking priors using geodesic mixture models. International Journal of Computer Vision, 122(2): 388-408, 2017.

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  • A. Agostini, C. Torras and F. Wörgötter. Efficient interactive decision-making framework for robotic applications. Artificial Intelligence, 247: 187-212, 2017.

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  • D. Martínez, G. Alenyà and C. Torras. Relational reinforcement learning with guided demonstrations. Artificial Intelligence, 247: 295–312, 2017.

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  • G. Martín, F. Husain, H. Schulz, S. Frintrop, C. Torras and S. Behnke. Semantic segmentation priors for object discovery, 23rd International Conference on Pattern Recognition, 2016, Cancún, Mexico, pp. 549-554.

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  • A. Jevtić, A. Colomé, G. Alenyà and C. Torras. User evaluation of an interactive learning framework for single-arm and dual-arm robots, 8th International Conference on Social Robotics, 2016, Kansas City, USA, in Social Robotics, Vol 9979 of Lecture Notes in Artificial Intelligence, pp. 52-61, 2016, Springer.

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  • G. Canal, G. Alenyà and C. Torras. Personalization framework for adaptive robotic feeding assistance, 8th International Conference on Social Robotics, 2016, Kansas City, USA, in Social Robotics, Vol 9979 of Lecture Notes in Artificial Intelligence, pp. 22-31, 2016, Springer.

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PhD Theses as supervisor