no code implementations • 12 Sep 2013 • Arthur Carvalho, Stanko Dimitrov, Kate Larson
Experimental results show that encouraging honest reporting through the proposed scoring method creates more accurate reviews than the traditional peer-review process.
no code implementations • 28 May 2013 • Arthur Carvalho
We propose a cooperative coevolutionary genetic algorithm for learning Bayesian network structures from fully observable data sets.
no code implementations • 28 May 2013 • Arthur Carvalho, Renato Oliveira
We propose a reinforcement learning solution to the \emph{soccer dribbling task}, a scenario in which a soccer agent has to go from the beginning to the end of a region keeping possession of the ball, as an adversary attempts to gain possession.
no code implementations • 21 May 2013 • Renato Oliveira, Paulo Adeodato, Arthur Carvalho, Icamaan Viegas, Christian Diego, Tsang Ing-Ren
In soccer, scoring goals is a fundamental objective which depends on many conditions and constraints.
no code implementations • 21 May 2013 • Arthur Carvalho, Aluizio F. R. Araujo
Given the great popularity of the algorithm NSGA-II, the objective of this research is to create adaptive controls for each parameter existing in this MOEA.