Zobrazeno 1 - 10
of 2 244
pro vyhledávání: '"A. Turcato"'
Deep Reinforcement Learning is gaining increasing attention thanks to its capability to learn complex policies in high-dimensional settings. Recent advancements utilize a dual-network architecture to learn optimal policies through the Q-learning algo
Externí odkaz:
http://arxiv.org/abs/2412.06390
Autor:
Lojewski, Tobias, Guyader, Loïc Le, Agarwal, Naman, Boeglin, Christine, Carley, Robert, Castoldi, Andrea, Deiter, Carsten, Engel, Robin Y., Erdinger, Florian, Fangohr, Hans, Fiorini, Carlo, Gerasimova, Natalia, Gort, Rafael, de Groot, Frank, Hansen, Karsten, Hauf, Steffen, Hickin, David, Izquierdo, Manuel, Kämmerer, Lea, Van Kuiken, Benjamin E., Lomidze, David, Maffessanti, Stefano, Mercadier, Laurent, Mercurio, Giuseppe, Miedema, Piter S., Pace, Matthias, Porro, Matteo, Rezvani, Javad, Rothenbach, Nico, Rösner, Benedikt, Samartsev, Andrey, Schlappa, Justina, Stamm, Christian, Teichmann, Martin, Turcato, Monica, Yaroslavtsev, Alexander, Döring, Florian, Scherz, Andreas, David, Christian, Beye, Martin, Bovensiepen, Uwe, Wende, Heiko, Eschenlohr, Andrea, Ollefs, Katharina
Time-resolved X-ray absorption spectroscopy (tr-XAS) has been shown to be a versatile measurement technique for investigating non-equilibrium dynamics. Novel X-ray free electron laser (XFEL) facilities like the European XFEL offer increased repetitio
Externí odkaz:
http://arxiv.org/abs/2412.05151
This report describes our proposed solution for the second AI Olympics competition held at IROS 2024. Our solution is based on a recent Model-Based Reinforcement Learning algorithm named MC-PILCO. Besides briefly reviewing the algorithm, we discuss t
Externí odkaz:
http://arxiv.org/abs/2409.05811
In the following report, we describe the solution we propose for the AI Olympics competition held at IROS 2024. Our solution is based on a Model-free Deep Reinforcement Learning approach combined with an evolutionary strategy. We will briefly describ
Externí odkaz:
http://arxiv.org/abs/2409.01104
Autor:
Guimarães, Marcelo Ferreira, Sell, Carlos Antônio, Turcato, Renato Parenti, Assuiti, Carlos Henrique, Custódio, Ricardo, Santos, Ricardo Antônio Pralon
A new system, called SELA -- Auditing Electronic System, has been developed to be applied to the Brazilian Electronic Voting Machine. The SELA was designed to use open hardware and software, making it widely known by society. The security of the audi
Externí odkaz:
http://arxiv.org/abs/2408.11195
Autor:
Rinella, Gianluca Aglieri, Aglietta, Luca, Antonelli, Matias, Barile, Francesco, Benotto, Franco, Beolè, Stefania Maria, Botta, Elena, Bruno, Giuseppe Eugenio, Carnesecchi, Francesca, Colella, Domenico, Colelli, Angelo, Contin, Giacomo, De Robertis, Giuseppe, Dumitrache, Florina, Elia, Domenico, Ferrero, Chiara, Fransen, Martin, Kluge, Alex, Kumar, Shyam, Lemoine, Corentin, Licciulli, Francesco, Lim, Bong-Hwi, Loddo, Flavio, Mager, Magnus, Marras, Davide, Martinengo, Paolo, Pastore, Cosimo, Patra, Rajendra Nath, Perciballi, Stefania, Piro, Francesco, Prino, Francesco, Ramello, Luciano, Ramos, Arianna Grisel Torres, Reidt, Felix, Russo, Roberto, Sarritzu, Valerio, Savino, Umberto, Schledewitz, David, Selina, Mariia, Senyukov, Serhiy, Sitta, Mario, Snoeys, Walter, Sonneveld, Jory, Suljic, Miljenko, Triloki, Triloki, Turcato, Andrea
In the context of the CERN EP R&D on monolithic sensors and the ALICE ITS3 upgrade, the Tower Partners Semiconductor Co (TPSCo) 65 nm process has been qualified for use in high energy physics, and adopted for the ALICE ITS3 upgrade. An Analog Pixel T
Externí odkaz:
http://arxiv.org/abs/2407.18528
Autor:
de Wynter, Adrian, Watts, Ishaan, Wongsangaroonsri, Tua, Zhang, Minghui, Farra, Noura, Altıntoprak, Nektar Ege, Baur, Lena, Claudet, Samantha, Gajdusek, Pavel, Gören, Can, Gu, Qilong, Kaminska, Anna, Kaminski, Tomasz, Kuo, Ruby, Kyuba, Akiko, Lee, Jongho, Mathur, Kartik, Merok, Petter, Milovanović, Ivana, Paananen, Nani, Paananen, Vesa-Matti, Pavlenko, Anna, Vidal, Bruno Pereira, Strika, Luciano, Tsao, Yueh, Turcato, Davide, Vakhno, Oleksandr, Velcsov, Judit, Vickers, Anna, Visser, Stéphanie, Widarmanto, Herdyan, Zaikin, Andrey, Chen, Si-Qing
Large language models (LLMs) and small language models (SLMs) are being adopted at remarkable speed, although their safety still remains a serious concern. With the advent of multilingual S/LLMs, the question now becomes a matter of scale: can we exp
Externí odkaz:
http://arxiv.org/abs/2404.14397
Autor:
Turcato, Niccolò, Sinigaglia, Alberto, Libera, Alberto Dalla, Carli, Ruggero, Susto, Gian Antonio
Continuous control Deep Reinforcement Learning (RL) approaches are known to suffer from estimation biases, leading to suboptimal policies. This paper introduces innovative methods in RL, focusing on addressing and exploiting estimation biases in Acto
Externí odkaz:
http://arxiv.org/abs/2402.09078
Genetic ablation of the isoform γ of PI3K decreases antidepressant efficacy of ketamine in male mice
Autor:
Gabriela N. Vaz, Flávia C. Turcato, Isabel A.V. Lima, Franciele F. Scarante, Melissa R. Araújo, Tamires A.V. Brigante, Livia C.M. Rodrigues, Francisco S. Guimarães, Jaime E.C. Hallak, Jose A. Crippa, Antonio L. Teixeira, Antonio C.P. de Oliveira, Alline Cristina Campos
Publikováno v:
IBRO Neuroscience Reports, Vol 17, Iss , Pp 87-95 (2024)
About one-third of major depressive disorder (MDD) patients demonstrate unresponsiveness to classic antidepressants, and even the clinical efficacy of fast-acting drugs such as ketamine varies significantly among patients with treatment-resistant dep
Externí odkaz:
https://doaj.org/article/1e75834617204b169135fb47eb935f2a
Autor:
Marcus Agåker, Johan Söderström, Thomas M. Baumann, Carl-Johan Englund, Ludvig Kjellsson, Rebecca Boll, Alberto De Fanis, Simon Dold, Tommaso Mazza, Jacobo Montaño, Astrid Münnich, Terence Mullins, Yevheniy Ovcharenko, Nils Rennhack, Philipp Schmidt, Björn Senfftleben, Monica Turcato, Sergey Usenko, Michael Meyer, Joseph Nordgren, Jan-Erik Rubensson
Publikováno v:
Journal of Synchrotron Radiation, Vol 31, Iss 5, Pp 1264-1275 (2024)
A 1D imaging soft X-ray spectrometer installed on the small quantum systems (SQS) scientific instrument of the European XFEL is described. It uses movable cylindrical constant-line-spacing gratings in the Rowland configuration for energy dispersion i
Externí odkaz:
https://doaj.org/article/0e4937182b9f4be5bfc79881f4ed2ef6