By Qingliang Chen, Paolo Torroni, Serena Villata, Jane Hsu, Andrea Omicini

ISBN-10: 3319255231

ISBN-13: 9783319255231

ISBN-10: 331925524X

ISBN-13: 9783319255248

This booklet constitutes the complaints of the 18th foreign convention on ideas and perform of Multi-Agent platforms, PRIMA 2015, held in Bertinoro, Italy, in October 2015.

The 29 complete papers and 24 brief papers offered during this quantity have been rigorously reviewed and chosen from ninety four submissions.

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M , of value VδR,T (P 0 ) > 12 . So, we are going to exhibit a transformation from EM AJSAT ∗ instances into F3 MDP instances such that the answer to the EM AJSAT problem is yes iff there exists a (deterministic) factored policy δ ∗ of value greater than 12 . We build a F3 MDP with binary decision variables (X1t , . . , Xkt ), and with t t , . . , Xnt , C1t , . . , Cm , Y1t , . . , Ykt ). All variables take values state variables (Xk+1 t in {0, 1}, except variables Yl , which take values in {−1, 0, 1}.

In the 10 × 10 grid case, the total number of parameters of an SFP is N = 5184. To make the initial GMDP model more realistic, we considered that treatment occurs before disease spread and reduces the probability of contamination of neighbouring fields. In this case, the problem is not a GMDP anymore. The probability of infection becomes: P ( , p1 , n1 , p2 , n2 ) = +(1− )(1−(1−p1 )n1 (1− p2 )n2 ). p1 (resp. p2 ) is the probability of short distance contamination without (resp. with) treatment, n1 (resp.

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PRIMA 2015: Principles and Practice of Multi-Agent Systems: 18th International Conference, Bertinoro, Italy, October 26–30, 2015, Proceedings by Qingliang Chen, Paolo Torroni, Serena Villata, Jane Hsu, Andrea Omicini


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