Embedding Fuzzy Controllers into Golog. Ferrein, A., Schiffer, S., & Lakemeyer, G. In Proceedings of the IEEE International Conference on Fuzzy Systems (FUZZ-IEEE'09), pages 894–899, ICC Jeju, Jeju Island, Korea, August 20-24, 2009. IEEE, IEEE. Paper doi abstract bibtex High-level behaviour specification of an intelligent autonomous agent or robot is a non-trivial task. Various approaches exist some of which try to combine different paradigms like programming and planning. In this paper, we show how to integrate fuzzy logic controllers into the logic-based programming language Golog. Golog already allows for combining programming and planning. By adding the instrument of fuzzy controllers we provide the means to have a natural specification of rules for tasks that require a high amount of reactivity. Since the facilities already present in Golog remain, we add to an already powerful framework thus expanding the applicability of Golog for high-level behaviour specification of a robot or agent.
@inproceedings {Ferrein:Schiffer:Lakemeyer:2009:EmbeddingFuzzyControllorsGolog,
title = {Embedding Fuzzy Controllers into Golog},
booktitle = {Proceedings of the IEEE International Conference on Fuzzy Systems (FUZZ-IEEE'09)},
year = {2009},
month = {August 20-24},
pages = {894--899},
publisher = {IEEE},
organization = {IEEE},
type = {inproceedings},
address = {ICC Jeju, Jeju Island, Korea},
abstract = {High-level behaviour specification of an intelligent autonomous agent or robot is a non-trivial task. Various approaches exist some of which try to combine different paradigms like programming and planning. In this paper, we show how to integrate fuzzy logic controllers into the logic-based programming language Golog. Golog already allows for combining programming and planning. By adding the instrument of fuzzy controllers we provide the means to have a natural specification of rules for tasks that require a high amount of reactivity. Since the facilities already present in Golog remain, we add to an already powerful framework thus expanding the applicability of Golog for high-level behaviour specification of a robot or agent.},
keywords = {Controller, Fuzzy, Golog},
issn = {1098-7584},
doi = {10.1109/FUZZY.2009.5277161},
url_Paper = {https://kbsg.rwth-aachen.de/sites/kbsg/files/fuzz-ieee2009pole.pdf},
author = {Ferrein, Alexander and Schiffer, Stefan and Lakemeyer, Gerhard}
}
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