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Cuccu, Giuseppe and Luciw, Matthew and Schmidhuber, Juergen and Gomez, Faustino (2011) Intrinsically Motivated Evolutionary Search for Vision-Based Reinforcement Learning. In: Proc. Joint Conference on Development and Learning and Epigenetic Robotics (ICDL-EPIROB).
De Campos, Cassio Polpo and Corani, Giorgio and Scanagatta, Mauro and Cuccu, Marco and Zaffalon, Marco (2015) Learning extended tree augmented naive structures. International Journal of Approximate Reasoning.. (In Press)
Fiorillo, Luigi and Monachino, Giuliana and van der Meer, Julia and Pesce, Marco and Warncke, Jan D and Schmidt, Markus H and Bassetti, Claudio LA and Tzovara, Athina and Favaro, Paolo and Faraci, Francesca D (2023) U-Sleep’s resilience to AASM guidelines. NPJ digital medicine, 6 (1). p. 33.
Fiorillo, Luigi and Puiatti, Alessandro and Papandrea, Michela and Ratti, Pietro-Luca and Favaro, Paolo and Roth, Corinne and Bargiotas, Panagiotis and Bassetti, Claudio L and Faraci, Francesca D (2019) Automated sleep scoring: A review of the latest approaches. Sleep medicine reviews, 48. p. 101204.
Frank, Mikhail Alexander and Leitner, Juergen and Stollenga, Marijn and Foerster, Alexander Uwe and Schmidhuber, Juergen and Harding, Simon (2012) The Modular Behavioral Environment for Humanoids & other Robots (MoBeE). In: 9th International Conference on Informatics in Control, Automation and Robotics (ICINCO)..
Gisslen, Linus and Luciw, Matthew and Graziano, Vincent and Schmidhuber, Juergen (2011) Sequential Constant Size Compressors for Reinforcement Learning. In: Proc. 4th Conference on Artificial General Intelligence (AGI).
Gisslen, Linus and Ring, Mark and Luciw, Matthew and Schmidhuber, Juergen (2012) Modular Value Iteration through Regional Decomposition. In: Proc. Artificial General Intelligence Conference (AGI).
Guzzi, Jerome and Giusti, Alessandro and Gambardella, Luca Maria and Theraulaz, Guy and Di Caro, Gianni (2013) Human-friendly robot navigation in dynamic environments. In: Proceedings of the 2013 IEEE International Conference on Robotics and Automation (ICRA), 2013 IEEE International Conference on Robotics and Automation, 06 May 2013 - 10 May 2013, Karlsruhe.
Kazerounian, Sohrob and Luciw, Matthew and Richter, Mathis and Sandamirskaya, Yulia (2013) Autonomous Reinforcement of Behavioral Sequences in Neural Dynamics. In: International Joint Conference on Neural Networks.
Kompella, Varun and Luciw, Matthew and Schmidhuber, Juergen (2011) Incremental Slow Feature Analysis. In: Proc. International Joint Conference of Artificial Intelligence (IJCAI).
Kompella, Varun and Luciw, Matthew and Schmidhuber, Juergen (2012) Incremental Slow Feature Analysis: Adaptive Low-Complexity Slow Feature Updating from High-Dimensional Input Streams. Neural Computation, 22 (11). pp. 2994-3024. ISSN 0899-7667
Luciw, Matthew and Graziano, Vincent and Ring, Mark and Schmidhuber, Juergen (2011) Artificial Curiosity with Planning for Autonomous Perceptual and Cognitive Development. In: Proc. Joint Conference on Development Learning and on Epigenetic Robotics (ICDL-EPIROB).
Luciw, Matthew and Kompella, Varun and Kazerounian, Sohrob and Schmidhuber, Juergen (2013) An Intrinsic Value System for Developing Multiple Invariant Representations with Incremental Slowness Learning. Frontiers in Neurorobotics, 7 (9). ISSN 1662-5218
Luciw, Matthew and Kompella, Varun and Schmidhuber, Juergen (2012) Hierarchical Incremental Slow Feature Analysis. Discussion Paper UNSPECIFIED , Vienna.
Luciw, Matthew and Schmidhuber, Juergen (2012) Low Complexity Proto-Value Function Learning from Sensory Observations with Incremental Slow Feature Analysis. In: Proc. International Conference on Artificial Neural Networks (ICANN).
Maier, Holger R. and Galelli, Stefano and Razavi, Saman and Castelletti, Andrea and Rizzoli, Andrea Emilio and Athanasiadis, Ioannis N. and Sànchez-Marrè, Miquel and Acutis, Marco and Wu, Wenyan and Humphrey, Greer B. (2023) Exploding the myths: An introduction to artificial neural networks for prediction and forecasting. Environmental Modelling & Software, 167. p. 105776. ISSN 13648152
Ngo Quoc, Hung and Luciw, Matthew and Foerster, Alexander Uwe and Schmidhuber, Juergen (2013) Confidence-Based Progress-Driven Self-Generated Goals for Skill Acquisition in Developmental Robots. Frontiers in Psychology, 4 (833). ISSN 1664-1078
Ngo Quoc, Hung and Luciw, Matthew and Foerster, Alexander Uwe and Schmidhuber, Juergen (2012) Learning Skills from Play: Artificial Curiosity on a Katana Robot Arm. In: Proc. International Joint Conference of Neural Networks (IJCNN).
Ngo Quoc, Hung and Luciw, Matthew and Vien, Ngo Anh and Schmidhuber, Juergen (2013) Upper Confidence Weighted Learning for Efficient Exploration in Multiclass Prediction with Binary Feedback. In: Proc. International Joint Conference of Artificial Intelligence (IJCAI).
Nguyen, Thi Viet Ly and Montemanni, Roberto (2016) Robust Home Health Care Services: an Enhanced Matheuristic Optimization. Technical Report (Unpublished)
Rivola, Davide and Giusti, Alessandro and Medici, Vasco and Salani, Matteo and Rizzoli, Andrea Emilio and Rudel, Roman and Gambardella, Luca Maria (2014) The Swiss2Grid Project - Evaluation of a Decentralized Household Load Management System with Limited Communication Requirements. In: BRENET - 18. Status-Seminar «Forschen für den Bau im Kontext von Energie und Umwelt», 4-5.09.2014, Zürich, Switzerland.
Zanchi, Beatrice and Faraci, Francesca Dalia and Gharaviri, Ali and Bergonti, Marco and Monga, Thomas and Auricchio, Angelo and Conte, Giulio (2023) Identification of Brugada syndrome based on P-wave features: an artificial intelligence-based approach. EP Europace.