Rafael C. Pinto

According to our database, Rafael C. Pinto authored at least 7 papers between 2012 and 2021.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2021

Fast Reinforcement Learning with Incremental Gaussian Mixture Models.

Rafael C. Pinto

Proceedings of the International Joint Conference on Neural Networks, 2021

2020

Model-Free Episodic Control with State Aggregation.

Rafael C. Pinto

CoRR, 2020

2015

A Fast Incremental Gaussian Mixture Model.

Rafael C. Pinto, Paulo Martins Engel

CoRR, 2015

2012

Learning Abstract Behaviors with the Hierarchical Incremental Gaussian Mixture Network.

Renato de Pontes Pereira, Paulo Martins Engel, Rafael C. Pinto

Proceedings of the 2012 Brazilian Symposium on Neural Networks, 2012

One-shot learning in the road sign problem.

Rafael C. Pinto, Paulo Martins Engel, Milton Roberto Heinen

Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

Using a Gaussian mixture neural network for incremental learning and robotics.

Milton Roberto Heinen, Paulo Martins Engel, Rafael C. Pinto

Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

Autocorrelation and partial autocorrelation functions to improve neural networks models on univariate time series forecasting.

Joao Henrique F. Flores, Paulo Martins Engel, Rafael C. Pinto

Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012