S
Sergio Jiménez Celorrio
Researcher at Charles III University of Madrid
Publications - 5
Citations - 45
Sergio Jiménez Celorrio is an academic researcher from Charles III University of Madrid. The author has contributed to research in topics: Computer science & Automated planning and scheduling. The author has an hindex of 2, co-authored 3 publications receiving 38 citations.
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Journal ArticleDOI
The deterministic part of the seventh International Planning Competition
TL;DR: The results of the competition indicate significant progress with respect to previous competitions, but they also reveal that some issues remain open and need further research, such as the coverage of temporal planners when concurrency is required and the performance in the multi-core track.
Proceedings ArticleDOI
Scaling-up Generalized Planning as Heuristic Search with Landmarks
TL;DR: A landmark counting heuristic for GP (that considers sub-goal in- formation that is not explicitly represented in the planning in-stances), and a novel heuristic search algorithm for GP that progressively processes subsets of the planning instances of a GP problem are defined.
Book ChapterDOI
Improving Automated Planning with Machine Learning
TL;DR: This chapter reports the last machine learning techniques for the assistance of automated planning and draws the outline of the new promising avenues for research in learning for planning systems.
Book ChapterDOI
Learning-Based Planning
TL;DR: This article analyses the diverse ways ML can be used to improve AP processes and summarizes the main research done in learning-based planning, describing current trends in applying ML to AP.
Journal ArticleDOI
Generalized Planning as Heuristic Search: A new planning search-space that leverages pointers over objects
TL;DR: In this article , the authors propose a new pointer-based solution space for GP that is independent of the number of classical planning instances in a GP problem and the size of those instances.