Browsing Computation by Author "Pinto, Rafael Coimbra"
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Continuous reinforcement learning with incremental Gaussian mixture models
Pinto, Rafael Coimbra (2017) [Thesis]This thesis’ original contribution is a novel algorithm which integrates a data-efficient function approximator with reinforcement learning in continuous state spaces. The complete research includes the development of a ... -
Online incremental one-shot learning of temporal sequences
Pinto, Rafael Coimbra (2011) [Dissertation]Este trabalho introduz novos algoritmos de redes neurais para o processamento online de padrões espaço-temporais, estendendo o algoritmo Incremental Gaussian Mixture Network (IGMN). O algoritmo IGMN é uma rede neural online ...