Zobrazeno 1 - 3
of 3
pro vyhledávání: '"Olko, Mateusz"'
Autor:
Kuciński, Łukasz, Drzewakowski, Witold, Olko, Mateusz, Kozakowski, Piotr, Maziarka, Łukasz, Nowakowska, Marta Emilia, Kaiser, Łukasz, Miłoś, Piotr
Time series methods are of fundamental importance in virtually any field of science that deals with temporally structured data. Recently, there has been a surge of deterministic transformer models with time series-specific architectural biases. In th
Externí odkaz:
http://arxiv.org/abs/2403.05713
Autor:
Olko, Mateusz, Zając, Michał, Nowak, Aleksandra, Scherrer, Nino, Annadani, Yashas, Bauer, Stefan, Kuciński, Łukasz, Miłoś, Piotr
Inferring causal structure from data is a challenging task of fundamental importance in science. Observational data are often insufficient to identify a system's causal structure uniquely. While conducting interventions (i.e., experiments) can improv
Externí odkaz:
http://arxiv.org/abs/2211.13715
Autor:
Januszewski, Piotr, Olko, Mateusz, Królikowski, Michał, Świątkowski, Jakub, Andrychowicz, Marcin, Kuciński, Łukasz, Miłoś, Piotr
The growth of deep reinforcement learning (RL) has brought multiple exciting tools and methods to the field. This rapid expansion makes it important to understand the interplay between individual elements of the RL toolbox. We approach this task from
Externí odkaz:
http://arxiv.org/abs/2111.15382