The paper presents recent work on using robust state-of-the-art AI Planning and Scheduling (P&S) techniques to provide autonomous capabilities in a space robotic domain. We have defined a simple robotic scenario, reduced it to a known scheduling problem which is addressed here with a constraint-based, resource-driven reasoner. We present an initial experimentation that compares different meta-heuristic algorithms.

Scheduling a Single Robot in a Job-Shop Environment through Precedence Constraint Posting

Cesta Amedeo;Oddi Angelo;Rasconi Riccardo
2011

Abstract

The paper presents recent work on using robust state-of-the-art AI Planning and Scheduling (P&S) techniques to provide autonomous capabilities in a space robotic domain. We have defined a simple robotic scenario, reduced it to a known scheduling problem which is addressed here with a constraint-based, resource-driven reasoner. We present an initial experimentation that compares different meta-heuristic algorithms.
2011
Istituto di Scienze e Tecnologie della Cognizione - ISTC
Inglese
Modern Approaches in Applied Intelligence. 24th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems. Proceedings, pt. II (IEA/AIE 2011)
2
216
225
978-3-642-21826-2
http://link.springer.com/chapter/10.1007%2F978-3-642-21827-9_22
Springer
Berlin
GERMANIA
28 June - 1 July 2011
Syracuse, USA
Planning and Scheduling; Space robotic domain; Constraint-based reasoner; Resource-driven reasoner; Meta-heuristic algorithms
ID_PUMA: cnr.istc/2011-A2-035
3
none
Diaz, Daniel ; RodriguezMoreno, Maria Dolores ; Cesta, Amedeo ; Oddi, Angelo ; Rasconi, Riccardo
273
info:eu-repo/semantics/conferenceObject
04 Contributo in convegno::04.01 Contributo in Atti di convegno
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/20.500.14243/179649
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