Dulac-Arnold, Gabriel; Levine, Nir; Mankowitz, Daniel J.; Li, Jerry; Paduraru, Cosmin; Gowal, Sven; Hester, Todd Challenges of real-world reinforcement learning: definitions, benchmarks and analysis. (English) Zbl 07465677 Mach. Learn. 110, No. 9, 2419-2468 (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{G. Dulac-Arnold} et al., Mach. Learn. 110, No. 9, 2419--2468 (2021; Zbl 07465677) Full Text: DOI
Paduraru, Ciprian Ionut; Stefanescu, Gheorghe Adaptive virtual organisms: a compositional model for complex hardware-software binding. (English) Zbl 1471.68215 Fundam. Inform. 173, No. 2-3, 139-176 (2020). MSC: 68T01 68M01 68N01 68N15 PDFBibTeX XMLCite \textit{C. I. Paduraru} and \textit{G. Stefanescu}, Fundam. Inform. 173, No. 2--3, 139--176 (2020; Zbl 1471.68215) Full Text: DOI arXiv
Patrascu, Andrei; Paduraru, Ciprian; Irofti, Paul Stochastic Proximal Gradient Algorithm with Minibatches. Application to Large Scale Learning Models. arXiv:2003.13332 Preprint, arXiv:2003.13332 [cs.LG] (2020). BibTeX Cite \textit{A. Patrascu} et al., ``Stochastic Proximal Gradient Algorithm with Minibatches. Application to Large Scale Learning Models'', Preprint, arXiv:2003.13332 [cs.LG] (2020) Full Text: arXiv OA License
Banu-Demergian, I. T.; Paduraru, C. I.; Stefanescu, G. A new representation of two-dimensional patterns and applications to interactive programming. (English) Zbl 1434.68228 Arbab, Farhad (ed.) et al., Fundamentals of software engineering. 5th international conference, FSEN 2013 Tehran, Iran, April 24–26, 2013. Revised selected papers. Berlin: Springer. Lect. Notes Comput. Sci. 8161, 183-198 (2013). MSC: 68Q45 68N30 68Q10 PDFBibTeX XMLCite \textit{I. T. Banu-Demergian} et al., Lect. Notes Comput. Sci. 8161, 183--198 (2013; Zbl 1434.68228) Full Text: DOI