Temporal Hierarchical Task Network Planning with Nested Multi-Vehicle Routing Problems – A Challenge to be Resolved. Kiam, J. J., Bercher, P., & Schulte, A. In Proceedings of the 4th ICAPS Workshop on Hierarchical Planning (HPlan 2021), pages 71–75, 2021.
Paper abstract bibtex 6 downloads This paper focuses on presenting a complex real-world planning application based on a rescue mission. While temporal hierarchical planning seems to be a promising solution to such class of problems, given its ability to consider experts' knowledge and dissect the search space, many major challenges of complex real-world planning problems are not addressed yet formally, i.e. recursive decomposition to achieve a goal state, optimization of utility functions defined for abstract tasks, and optimal allocation of tasks to multiple actors.
@InProceedings{Kiam2021TemporalHTNsChallenge,
author = {Jane Jean Kiam and Pascal Bercher and Axel Schulte},
title = {Temporal Hierarchical Task Network Planning with Nested Multi-Vehicle Routing Problems -- A Challenge to be Resolved},
booktitle = {Proceedings of the 4th ICAPS Workshop on Hierarchical Planning (HPlan 2021)},
year = {2021},
pages = {71--75},
abstract = {This paper focuses on presenting a complex real-world planning application based on a rescue mission. While temporal hierarchical planning seems to be a promising solution to such class of problems, given its ability to consider experts' knowledge and dissect the search space, many major challenges of complex real-world planning problems are not addressed yet formally, i.e. recursive decomposition to achieve a goal state, optimization of utility functions defined for abstract tasks, and optimal allocation of tasks to multiple actors.},
url_Paper = {https://bercher.net/publications/2021/Kiam2021TemporalHTNsChallenge.pdf},
keywords = {workshop}
}
Downloads: 6
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