Researcher profile
Stefanos Nikolaidis
2 papers in the PaperMetrix corpus
Publications
Papers by this author
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Deep surrogate assisted MAP-elites for automated hearthstone deckbuilding
2022 · Proceedings of the Genetic and Evolutionary Computation Conference
We study the problem of efficiently generating high-quality and diverse content in games. Previous work on automated deckbuilding in Hearthstone shows that the quality diversity algorithm MAP-Elites can generate a collection of high-performing decks with …
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Poster Abstract: Learning from Demonstrations with Temporal Logics
2022
Learning-from-demonstrations (LfD) is a popular paradigm to obtain effective robot control policies for complex tasks via reinforcement learning without the need to explicitly design reward functions. However, it is susceptible to imperfections in demonstrations and …