Titlebook: Genetic Programming Theory and Practice XX; Stephan Winkler,Leonardo Trujillo,Ting Hu Book 2024 The Editor(s) (if applicable) and The Auth

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Methods for Rich Phylogenetic Inference Over Distributed Sexual Populations,selective sweeps. Fully decentralized by nature, these methods afford new observability at scale, in particular, for distributed EC systems. Such capabilities anticipate continued growth of computational resources available to EC. Accompanying open-source software aims to expedite the application of

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,GP for Continuous Control: Teacher or?Learner? The Case of Simulated Modular Soft Robots,controller that processes the local observation and produces the local action. We find that, in our scenario, multi-tree-based GP is competitive with NE and tends to produce different behaviors. We then experimentally investigate the possibility of optimizing a controller using another, pre-optimize

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