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2017 | OriginalPaper | Buchkapitel

A Logic Programming Approach to Collaborative Autonomous Robotics

verfasst von : Binal Javia, Philipp Cimiano

Erschienen in: KI 2017: Advances in Artificial Intelligence

Verlag: Springer International Publishing

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Abstract

We consider scenarios in which robots need to collaboratively perform a task. Our focus is on scenarios where every robot has the same goal and performs autonomous decisions on which next step to do to reach the shared goal. The robots can synchronize by requesting each others’ help. Our approach builds on a knowledge-based architecture in which robot goals and behaviour are encoded declaratively using logic programming, that is Prolog in our case. Each robot executes the same Prolog program and requests help from other robots to cooperatively solve some subtasks. In this paper we present the system architecture and a proof-of-concept scenario of tidying up an apartment. In this scenario a set of robots are working autonomously yet collaboratively to tidy up a simulated apartment by placing the scattered objects in their proper places.

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Literatur
3.
Zurück zum Zitat Javia, B., Cimiano, P.: A knowledge-based architecture supporting declarative action representation for manipulation of everyday objects. In: Proceedings of the 3rd Workshop on Model-Driven Robot Software Engineering, MORSE 2016, pp. 40–46. ACM, New York (2016). http://doi.acm.org/10.1145/3022099.3022105 Javia, B., Cimiano, P.: A knowledge-based architecture supporting declarative action representation for manipulation of everyday objects. In: Proceedings of the 3rd Workshop on Model-Driven Robot Software Engineering, MORSE 2016, pp. 40–46. ACM, New York (2016). http://​doi.​acm.​org/​10.​1145/​3022099.​3022105
4.
Zurück zum Zitat Kirsch, A., Kruse, T., Sisbot, E.A., Alami, R., Lawitzky, M., Brščić, D., Hirche, S., Basili, P., Glasauer, S.: Plan-based control of joint human-robot activities. Künstliche Intell. 24(3), 223–231 (2010)CrossRef Kirsch, A., Kruse, T., Sisbot, E.A., Alami, R., Lawitzky, M., Brščić, D., Hirche, S., Basili, P., Glasauer, S.: Plan-based control of joint human-robot activities. Künstliche Intell. 24(3), 223–231 (2010)CrossRef
5.
Zurück zum Zitat Lim, G.H., Suh, I.H., Suh, H.: Ontology-based unified robot knowledge for service robots in indoor environments. IEEE Trans. Syst. Man Cybern. Syst. Hum. 41(3), 492–509 (2011)CrossRef Lim, G.H., Suh, I.H., Suh, H.: Ontology-based unified robot knowledge for service robots in indoor environments. IEEE Trans. Syst. Man Cybern. Syst. Hum. 41(3), 492–509 (2011)CrossRef
6.
Zurück zum Zitat Matuszek, C., Cabral, J., Witbrock, M., DeOliveira, J.: An introduction to the syntax and content of CYC. In: Proceedings of the AAAI Spring Symposium on Formalizing and Compiling Background Knowledge, pp. 44–49 (2006) Matuszek, C., Cabral, J., Witbrock, M., DeOliveira, J.: An introduction to the syntax and content of CYC. In: Proceedings of the AAAI Spring Symposium on Formalizing and Compiling Background Knowledge, pp. 44–49 (2006)
7.
Zurück zum Zitat Riazuelo, L., Tenorth, M., Marco, D.D., Salas, M., Mösenlechner, L., Kunze, L., Beetz, M., Tardos, J.D., Montano, L., Montiel, J.M.M.: Roboearth web-enabled and knowledge-based active perception. In: Proceedings of the IROS Workshop on AI-based Robotics, Tokyo, Japan, 7th November 2013 Riazuelo, L., Tenorth, M., Marco, D.D., Salas, M., Mösenlechner, L., Kunze, L., Beetz, M., Tardos, J.D., Montano, L., Montiel, J.M.M.: Roboearth web-enabled and knowledge-based active perception. In: Proceedings of the IROS Workshop on AI-based Robotics, Tokyo, Japan, 7th November 2013
8.
Zurück zum Zitat Tenorth, M., Beetz, M.: KnowRob–A knowledge processing infrastructure for cognition-enabled robots. Int. J. Robot. Res. (IJRR) 32(5), 566–590 (2013)CrossRef Tenorth, M., Beetz, M.: KnowRob–A knowledge processing infrastructure for cognition-enabled robots. Int. J. Robot. Res. (IJRR) 32(5), 566–590 (2013)CrossRef
Metadaten
Titel
A Logic Programming Approach to Collaborative Autonomous Robotics
verfasst von
Binal Javia
Philipp Cimiano
Copyright-Jahr
2017
DOI
https://doi.org/10.1007/978-3-319-67190-1_25