3 papers
cs.LG2026
Preliminary Tests of the Anticipatory Classifier System with Hindsight Experience Replay
Olgierd Unold, Stanisław Franczyk
This paper introduces ACS2HER, a novel integration of the Anticipatory Classifier System (ACS2) with the Hindsight Experience Replay (HER) mechanism. While ACS2 is highly effective…
cs.FL2019
Iterative method of generating artificial context-free grammars
Olgierd Unold, Agnieszka Kaczmarek, Łukasz Culer
Grammatical inference is a machine learning area, whose fundamentals are built around learning sets. At present, real-life data and examples from manually crafted grammars are used…
cs.FL2016
How to measure the topological quality of protein grammars?
Witold Dyrka, François Coste, Olgierd Unold +2
Context-free and context-sensitive formal grammars are often regarded as more appropriate to model proteins than regular level models such as finite state automata and Hidden Marko…