By Béatrice Duval, Jaap van den Herik, Stephane Loiseau, Joaquim Filipe
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Extra resources for Agents and Artificial Intelligence: 7th International Conference, ICAART 2015, Lisbon, Portugal, January 10-12, 2015, Revised Selected Papers
H. ) Canadian AI 2005. LNCS (LNAI), vol. 3501, pp. 450–455. Springer, Heidelberg (2005) 32. : Towards solving large-scale POMDP problems via spatio-temporal belief state clustering. In: Proceedings of IJCAI-05 Workshop on Reasoning with Uncertainty in Robotics (RUR 2005) (2005) 33. : Forward search value iteration for POMDPs. L. ) Proceedings of the 20th International Joint Conference on Artiﬁcial Intelligence (IJCAI 2007), pp. 2619–2624. AAAI Press, Menlo Park (2007) 34. : Learning to explore and exploit in pomdps.
E. e. e. multiple variables per agent) can easily address and solve its local sub-problem and use solutions as a compiled domain. This platform consists of several modules presented as services. The main constraint programming services oﬀered are based Distributed Constraint Reasoning Protocols (DCRP) and Choco Solver (CS). Choco is a platform for research in centralized constraint programming and combinatorial optimization. This choice of Choco enabled us to beneﬁt from the modules already implemented in it.
The generation of an (ideally) exhaustive set of test cases that will allow checking the conformance of a system to its speciﬁcation. e. checking whether the system exhibits the intended behaviour. c Springer International Publishing Switzerland 2015 B. Duval et al. ): ICAART 2015, LNAI 9494, pp. 37–57, 2015. 1007/978-3-319-27947-3 3 38 I. Sakellariou et al. Validation could be performed by executing the system with some representative scenarios, thus allowing the developer to investigate the simulation system behaviour.
Agents and Artificial Intelligence: 7th International Conference, ICAART 2015, Lisbon, Portugal, January 10-12, 2015, Revised Selected Papers by Béatrice Duval, Jaap van den Herik, Stephane Loiseau, Joaquim Filipe