Publications
Key references
See my publications also at Google Scholar
On Learning Navigation Behaviors for Small Mobile Robots With Reservoir Computing Architectures. IEEE Transactions on Neural Networks and Learning Systems. 26:763-780.
(5.14 MB) .
2015.

Learning Slow Features with Reservoir Computing for Biologically-inspired Robot Localization. Neural Networks. 25:178-190.
(2.77 MB) .
2012.

Reservoir Computing Architectures for Modeling Robot Navigation Systems.
(21.33 MB) .
2011.

Generative Modeling of Autonomous Robots and their Environments using Reservoir Computing. Neural Processing Letters. 26:233–249.
(8.43 MB) .
2007.

Export 4 results:
Author Title Type [ Year
Filters: Author is Marco Aurelio S. de Aguiar [Clear All Filters]
Nonlinear Model Predictive Control of an Oil Well with Echo State Networks. IFAC-PapersOnLine (3rd IFAC Workshop on Automatic Control in Offshore Oil and Gas Production OOGP 2018). 51:13-18.
(386.53 KB)
.
2018. 
Recurrent Neural Network based control of an Oil Well. XIII Brazilian Symposium on Intelligent Automation (SBAI). :924-931.
(412.17 KB)
.
2017. 