Search Results for author: Arthur Carvalho

Found 5 papers, 0 papers with code

Inducing Honest Reporting Without Observing Outcomes: An Application to the Peer-Review Process

no code implementations12 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.

A Cooperative Coevolutionary Genetic Algorithm for Learning Bayesian Network Structures

no code implementations28 May 2013 Arthur Carvalho

We propose a cooperative coevolutionary genetic algorithm for learning Bayesian network structures from fully observable data sets.

Reinforcement Learning for the Soccer Dribbling Task

no code implementations28 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.

reinforcement-learning Reinforcement Learning (RL)

A Data Mining Approach to Solve the Goal Scoring Problem

no code implementations21 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.

Improving NSGA-II with an Adaptive Mutation Operator

no code implementations21 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.

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