GRASP is a new gradient-based planner for learned dynamics (a “world model”) that makes long-horizon planning practical by (1 ...
Abstract: Bayesian optimization (BO) struggles with data scarcity and poor scalability in high-dimensional expensive many-objective optimization problems (HEMaOPs). To address this, we propose a novel ...
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Mastering algorithm design for real-world impact
Algorithm design is more than theory—it's the art of crafting efficient, reliable solutions to real-world problems. From divide-and-conquer strategies to AI-assisted coding, modern approaches blend ...
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