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In recent decades, a plethora of dedicated evolutionary algorithms (EAs) have been crafted to solve domain-specific complex problems more efficiently. Many advanced EAs have relied on the incorporation of domain-specific knowledge as inductive biases that is deemed to fit the problem of interest well. As such, the embedment of domain knowledge about the underlying problem within the search algorithms...
In this paper, we deal with the topic of multi-game playing, i.e. creating agents able to autonomously learn to play any game within some arbitrarily defined genre. We describe the motivation for research in this particular area and briefly summarize the most important undertakings. Subsequently, we present a relatively young multi-game playing platform, called the General Game Playing (GGP) and our...
Key to inducing adaptive immune responses is TCR recognition of HLA/peptide complexes, following HLA binding of the antigenic peptides. Numerous sequence-and structure-based predictors have been devised with regard to the recognition and the binding problem. The structure-based ones, however, are often not suited for high-throughput screenings of the greatly polymorphic immunogenic repertoire. It...
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