Zobrazeno 1 - 10
of 314
pro vyhledávání: '"Varga, Balazs"'
Deterministic communication means reliable packet forwarding with close to zero packet loss and bounded latency. Packet loss or delay above a threshold caused by, e.g., equipment failure or malfunction could be catastrophic for applications that requ
Externí odkaz:
http://arxiv.org/abs/2312.07152
Autor:
Sharma, Gourav Prateek, Patel, Dhruvin, Sachs, Joachim, De Andrade, Marilet, Farkas, Janos, Harmatos, Janos, Varga, Balazs, Bernhard, Hans-Peter, Muzaffar, Raheeb, Atiq, Mahin K., Duerr, Frank, Bruckner, Dietmar, Montesdeoca, Edgardo, Houatra, Drissa, Zhang, Hongwei, Gross, James
Over the last decade, society and industries are undergoing rapid digitization that is expected to lead to the evolution of the cyber-physical continuum. End-to-end deterministic communications infrastructure is the essential glue that will bridge th
Externí odkaz:
http://arxiv.org/abs/2304.01299
Autor:
Andersson, Viktor, Varga, Balázs, Szolnoky, Vincent, Syrén, Andreas, Jörnsten, Rebecka, Kulcsár, Balázs
In this work, a novel and model-based artificial neural network (ANN) training method is developed supported by optimal control theory. The method augments training labels in order to robustly guarantee training loss convergence and improve training
Externí odkaz:
http://arxiv.org/abs/2303.09216
Autor:
Chen, Zi-Wei, Chintala, Satyanarayana M., Bracamontes, John, Sugasawa, Yusuke, Pierce, Spencer R., Varga, Balazs R., Smith, Edward H., Edge, Christopher J., Franks, Nicholas P., Cheng, Wayland W.L., Akk, Gustav, Evers, Alex S.
Publikováno v:
In Journal of Biological Chemistry October 2024 300(10)
Publikováno v:
Int J Robust Nonlinear Control. 2022; 1- 19
In this paper, we place deep Q-learning into a control-oriented perspective and study its learning dynamics with well-established techniques from robust control. We formulate an uncertain linear time-invariant model by means of the neural tangent ker
Externí odkaz:
http://arxiv.org/abs/2201.08610
Autor:
Ormándi, Tamás, Varga, Balázs
Publikováno v:
In Simulation Modelling Practice and Theory November 2024 136
This paper presents a constrained policy gradient algorithm. We introduce constraints for safe learning with the following steps. First, learning is slowed down (lazy learning) so that the episodic policy change can be computed with the help of the p
Externí odkaz:
http://arxiv.org/abs/2107.09139
Publikováno v:
In Transportation Research Interdisciplinary Perspectives March 2024 24
Autor:
Ormándi, Tamás, Varga, Balázs
Publikováno v:
In Vehicular Communications December 2023 44
Autor:
Tzioras, Makis, Daniels, Michael J.D., Davies, Caitlin, Baxter, Paul, King, Declan, McKay, Sean, Varga, Balazs, Popovic, Karla, Hernandez, Madison, Stevenson, Anna J., Barrington, Jack, Drinkwater, Elizabeth, Borella, Julia, Holloway, Rebecca K., Tulloch, Jane, Moss, Jonathan, Latta, Clare, Kandasamy, Jothy, Sokol, Drahoslav, Smith, Colin, Miron, Veronique E., Káradóttir, Ragnhildur Thóra, Hardingham, Giles E., Henstridge, Christopher M., Brennan, Paul M., McColl, Barry W., Spires-Jones, Tara L.
Publikováno v:
In Cell Reports Medicine 19 September 2023 4(9)