Publicaciones en colaboración con investigadores/as de Consejo Nacional de Investigaciones Científicas y Técnicas (10)

2011

  1. Model-free control based on reinforcement learning for a wastewater treatment problem

    Applied Soft Computing Journal, Vol. 11, Núm. 1, pp. 73-82

2009

  1. Nonlinear parametric predictive control. Application to a continuous stirred tank reactor

    Asia-Pacific Journal of Chemical Engineering, Vol. 4, Núm. 6, pp. 858-869

  2. Q(λ) learning technique for pH control

    IEEM 2009 - IEEE International Conference on Industrial Engineering and Engineering Management

2007

  1. Coordinated control of wastewater oxidation processes under constrained incremental control

    2007 European Control Conference, ECC 2007

  2. Model-free learning control of neutralization processes using reinforcement learning

    Engineering Applications of Artificial Intelligence, Vol. 20, Núm. 6, pp. 767-782

2006

  1. Model-free learning control for processes with constrained incremental control

    IEEE International Symposium on Intelligent Control - Proceedings

2005

  1. Macro-actions in model-free intelligent control with application to pH control

    Proceedings of the 44th IEEE Conference on Decision and Control, and the European Control Conference, CDC-ECC '05

  2. Model-free intelligent control using reinforcement learning and temporal abstraction-applied to pH control

    IFAC Proceedings Volumes (IFAC-PapersOnline)

2004

  1. Learning control application to nonlinear process control

    Intelligent Automation and Control Trends, Principles, and Applications - Proceedings of the Sixth Biannual World Automation Congress, WAC

  2. Softmax and -greedy policies applied to process control

    IFAC Proceedings Volumes (IFAC-PapersOnline)