By Vinicius Oliverio, Estevam R. Hruschka Jr. (auth.), Juan Pavón, Néstor D. Duque-Méndez, Rubén Fuentes-Fernández (eds.)
This publication constitutes the refereed court cases of the thirteenth Ibero-American convention on synthetic Intelligence, IBERAMIA 2012, held in Cartagena de Indias, Colombia, in November 2012. The seventy five papers awarded have been conscientiously reviewed and chosen from a hundred and seventy submissions. The papers are equipped in topical sections on wisdom illustration and reasoning, details and information processing, wisdom discovery and knowledge mining, laptop studying, bio-inspired computing, fuzzy platforms, modelling and simulation, ambient intelligence, multi-agent structures, human-computer interplay, ordinary language processing, computing device imaginative and prescient and robotics, making plans and scheduling, AI in schooling, and information engineering and applications.
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Extra resources for Advances in Artificial Intelligence – IBERAMIA 2012: 13th Ibero-American Conference on AI, Cartagena de Indias, Colombia, November 13-16, 2012. Proceedings
The automated Go player presented in this paper combines learning methods to enrich the automated player for recognizing Go tactics patterns, a strategic reasoning to make decisions with the aim of forming strategies and MCTS to choose free positions in the end of the game. The automated Go player is a work in progress, so open to be improved. Our approach combines some techniques to overcome a few the highly complex Go gaming decision making. The combination of these techniques merit further investigations since it shows results potentially can be applied to huge search space problem.
Definition 1 (Exceptional sets of literals and rules). Let P be a program. A set of literals L is said to be exceptional for P if L is not P -consistent. A rule L → l in P is exceptional for P if L is exceptional for P . The point that makes all computations simple is the fact that, given the definition of entailment and consistency we have, to know if a set of literals is P -consistent is polynomial. Notice that if P is not consistent all its rules are exceptional. The following hierarchy of a program appears in .
A literal (or fact) is an atom or the negation of an atom. The set of literals will be denoted Lit. A rule is a formula of the shape l1 ∧ l2 · · · ∧ ln → ln+1 where li is a literal for i = 1, . . , n + 1. Such a rule will be denoted l1 , l2 , · · · , ln → ln+1 ; the part l1 , l2 , · · · , ln is called the body of the rule and ln+1 is called the head of the rule. A fact l can be seen as a rule → l with empty body. Let R and L be a ﬁnite set of rules with non empty body and a ﬁnite set of facts respectively.