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cs.LG2025
GLAI: GreenLightningAI for Accelerated Training through Knowledge Decoupling
Jose I. Mestre, Alberto Fernández-Hernández, Cristian Pérez-Corral +3
In this work we introduce GreenLightningAI (GLAI), a new architectural block designed as an alternative to conventional MLPs. The central idea is to separate two types of knowledge…
cs.AI2025
From domain-landmark graph learning to problem-landmark graph generation
Cristian Pérez-Corral, Antonio Garrido, Laura Sebastia
Landmarks have long played a pivotal role in automated planning, serving as crucial elements for improving the planning algorithms. The main limitation of classical landmark extrac…