Fuzzy Representations and Control for Domestic Service Robots in Golog. Schiffer, S., Ferrein, A., & Lakemeyer, G. In Proceedings of the Fourth International Conference on Intelligent Robotics and Applications (ICIRA 2011), of Lecture Notes in Computer Science, pages 241-250, 12/2011, 2011. Springer, Springer.
Paper doi abstract bibtex In the RoboCup@Home domestic service robot competition, complex tasks such as ''get the cup from the kitchen and bring it to the living room'' or ''find me this and that object in the apartment'' have to be accomplished. At these competitions the robots may only be instructed by natural language. As humans use qualitative concepts such as ''near'' or ''far'', the robot needs to cope with them, too. For our domestic robot, we use the robot programming and plan language Readylog, our variant of Golog. In previous work we extended the action language Golog, which was developed for the high-level control of agents and robots, with fuzzy concepts and showed how to embed fuzzy controllers in Golog. In this paper, we demonstrate how these notions can be fruitfully applied to two domestic service robotic scenarios. In the first application, we demonstrate how qualitative fluents based on a fuzzy set semantics can be deployed. In the second program, we show an example of a fuzzy controller for a follow-a-person task.
@inproceedings { Schiffer:Ferrein:Lakemeyer:ICIRA2011:FuzzyAtHome,
title = {Fuzzy Representations and Control for Domestic Service Robots in Golog},
booktitle = {Proceedings of the Fourth International Conference on Intelligent Robotics and Applications (ICIRA 2011)},
series = {Lecture Notes in Computer Science},
year = {2011},
month = {12/2011},
pages = {241-250},
publisher = {Springer},
organization = {Springer},
abstract = {In the RoboCup@Home domestic service robot
competition, complex tasks such as ''get the cup
from the kitchen and bring it to the living room''
or ''find me this and that object in the apartment''
have to be accomplished. At these competitions the
robots may only be instructed by natural
language. As humans use qualitative concepts such as
''near'' or ''far'', the robot needs to cope with
them, too. For our domestic robot, we use the robot
programming and plan language Readylog, our variant
of Golog. In previous work we extended the action
language Golog, which was developed for the
high-level control of agents and robots, with fuzzy
concepts and showed how to embed fuzzy controllers
in Golog. In this paper, we demonstrate how these
notions can be fruitfully applied to two domestic
service robotic scenarios. In the first application,
we demonstrate how qualitative fluents based on a
fuzzy set semantics can be deployed. In the second
program, we show an example of a fuzzy controller
for a follow-a-person task.},
isbn = {978-3-642-25488-8},
doi = {10.1007/978-3-642-25489-5_24},
url_Paper = {https://kbsg.rwth-aachen.de/sites/kbsg/files/icira2011fuzzyathome.pdf},
author = {Schiffer, Stefan and Ferrein, Alexander and Lakemeyer, Gerhard}
}
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