Publications

2017 publications

Journal Publications

  • D. Martínez, G. Alenyà and C. Torras. Relational reinforcement learning with guided demonstrations. Artificial Intelligence, 2017, to appear.

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  • A. Agostini, C. Torras and F. Wörgötter. Efficient interactive decision-making framework for robotic applications. Artificial Intelligence, 2017, to appear.

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  • J. Barreiro-Gomez, G. Obando and N. Quijano. Distributed population dynamics: Optimization and control applications. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 47(2): 304-314, 2017.

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  • A. Perez and F. Thomas. On Cayley's factorization of 4D rotations and applications. Advances in Applied Clifford Algebras, 2017, to appear.

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  • A. Agudo, J.M. Martínez, L. Agapito and B. Calvo. Modal space: A physics-based model for sequential estimation of time-varying shape from monocular video. Journal of Mathematical Imaging and Vision, 57(1): 75–98, 2017.

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  • F. Xu, S. Olaru, V. Puig, C. Ocampo-Martínez and S. Niculescu. Sensor-fault tolerance using robust MPC with set-based state estimation and active fault isolation. International Journal of Robust and Nonlinear Control, 2017, to appear.

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  • J.M. Grosso, P. Velarde, C. Ocampo-Martínez, J.M. Maestre and V. Puig. Stochastic model predictive control approaches applied to drinking water networks. Optimal Control Applications and Methods, 2017, to appear.

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  • M. Villamizar, A. Garrell Zulueta, A. Sanfeliu and F. Moreno-Noguer. Random clustering ferns for multimodal object recognition. Neural Computing and Applications, 2017, to appear.

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  • N. Quijano, C. Ocampo-Martínez, J. Barreiro-Gomez, G. Obando, A. Pantoja and E. Mojica-Nava. The role of population games and evolutionary dynamics in distributed control systems. IEEE Control Systems, 37(1): 70-97, 2017.

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  • J. Lopez-Sanz, C. Ocampo-Martínez, J. Alvarez-Florez, M. Moreno-Eguilaz, R. Ruiz-Mansilla, J. Kalmus, M. Gräeber and G. Lux. Nonlinear model predictive control for thermal management in plug-in hybrid electric vehicles. IEEE Transactions on Vehicular Technology, 2017, to appear.

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  • A. Agostini and E. Celaya. Online reinforcement learning using a probability density estimation. Neural Computation, 29(1): 220-246, 2017.

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  • F. Tedesco, C. Ocampo-Martínez, A. Cassavola and V. Puig. Centralised and distributed command governor approaches for water supply systems management. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2017, to appear.

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  • A. Agudo and F. Moreno-Noguer. Combining local-physical and global-statistical models for sequential deformable shape from motion. International Journal of Computer Vision, 2017, to appear.

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  • R. Rossi, A. Santamaria-Navarro, J. Andrade-Cetto and P. Rocco. Trajectory generation for unmanned aerial manipulators through quadratic programming. IEEE Robotics and Automation Letters, 2(2): 389-396, 2017.

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  • J.M. Porta and F. Thomas. Closed-form position analysis of variable geometry trusses. Mechanism and Machine Theory, 109: 14-21, 2017.

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  • M. Serra, C. Ocampo-Martínez, M. Li and J. Llorca. Model predictive control for ethanol steam reformers with membrane separation. International Journal of Hydrogen Energy, 42(4): 1949-1961, 2017.

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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, 2017, to appear.

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  • A. Garrell Zulueta, M. Villamizar, F. Moreno-Noguer and A. Sanfeliu. Teaching robot’s proactive behavior using human assistance. International Journal of Social Robotics, 2017, to appear.

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  • P. Velarde, L. Valverde, J.M. Maestre, C. Ocampo-Martínez and C. Bordons. On the comparison of stochastic model predictive control strategies applied to a hydrogen-based microgrid. Journal of Power Sources, 343: 161-173, 2017.

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  • C. Ocampo-Martínez and N. Quijano. Game-theoretical methods in control of engineering systems: An introduction to the special issue. IEEE Control Systems, 37(1): 30-32, 2017.

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  • J. Deray, J. Solà and J. Andrade-Cetto. Word ordering and document adjacency for large loop closure detection in 2D laser maps. IEEE Robotics and Automation Letters, 2017, to appear.

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  • M. Solsona, C. Kunusch and C. Ocampo-Martínez. Control-oriented model of a membrane humidifier for fuel cell applications. Energy Conversion and Management, 137(1): 121-129, 2017.

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  • Z. Baroud, M. Benmiloud, A. Benalia and C. Ocampo-Martínez. Novel hybrid fuzzy-PID control scheme for air supply in PEM fuel-cell-based systems. International Journal of Hydrogen Energy, 2017, to appear.

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  • G. Ferrer, A. Garrell Zulueta, F. Herrero and A. Sanfeliu. Robot social-aware navigation framework to accompany people walking side-by-side. Autonomous Robots, 2017, to appear.

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Conference Publications

  • A. Agudo and F. Moreno-Noguer. Global model with local interpretation for dynamic shape reconstruction, 2017 IEEE Winter Conference on Applications of Computer Vision, 2017, Santa Rosa (California), USA, IEEE, to appear.

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  • S. Bensch, A. Jevtić and T. Hellström. On interaction quality in human-robot interaction, 2017 International Conference on Agents and Artificial Intelligence, 2017, Porto, Portugal, pp. 182-189, to appear.

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  • A. Pumarola, A. Vakhitov, A. Agudo, A. Sanfeliu and F. Moreno-Noguer. PL-SLAM: Real-time monocular visual SLAM with points and lines, 2017 IEEE International Conference on Robotics and Automation, 2017, Singapore, to appear.

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Other Publications

  • O. Bohigas, M. Manubens and L. Ros. Singularities of Robot Mechanisms: Numerical Computation and Avoidance Path Planning. Volume 41 of Mechanisms and Machine Science. Springer, 2017.

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  • V. Puig, C. Ocampo-Martínez, R. Pérez, G. Cembrano, J. Quevedo and T. Escobet. Real-time Monitoring and Operational Control of Drinking-Water Systems. Volume of Advances in Industrial Control. Springer, 2017.

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