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.

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Publications

  • E. Corona, G. Alenyà, A. Gabás and C. Torras. Active garment recognition and target grasping point detection using deep learning. Pattern Recognition, 74: 629-641, 2018.

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  • A. Colomé, S. Foix, G. Alenyà and C. Torras. Reward-weighted GMM and its application to action-selection in robotized shoe dressing, 3rd Iberian Robotics Conference, 2017, Seville, in Robot 2017: Third Iberian Robotics Conference, Springer, to appear.

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  • N. Covallero, D. Martínez, G. Alenyà and C. Torras. Planning clearing actions in cluttered scenes by phasing in geometrical constraints, 20th Catalan Conference on Artificial Intelligence, 2017, Deltebre, in Recent Advances in Artificial Intelligence Research and Development, Vol 300 of Frontiers in Artificial Intelligence and Applications, pp. 233-238, 2017, IOS Press.

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  • D. Martínez, G. Alenyà, T. Ribeiro, K. Inoue and C. Torras. Relational reinforcement learning for planning with exogenous effects. Journal of Machine Learning Research, 18(78): 1-44, 2017.

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  • F. Husain, B. Dellen and C. Torras. Scene understanding using deep learning. In Handbook of Neural Computation, 373-382. Elsevier, 2017.

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  • G. Canal, G. Alenyà and C. Torras. A taxonomy of preferences for physically assistive robots, 26th IEEE International Symposium on Robot and Human Interactive Communication, 2017, Lisbon, Portugal, pp. 292-297, to appear.

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  • C. Torras. Assistent(e)s robòtiqu(e)s: Un punt de confluència entre tecnociència i humanitats. Quadern de les idees, les arts i les lletres, 38(209): 19-21, 2017.

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  • A. Colomé and C. Torras. Demonstration-free contextualized probabilistic movement primitives, further enhanced with obstacle avoidance, 2017 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2017, Vancouver, Canada, to appear.

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  • 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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PhD Theses as supervisor