Towards fully probabilistic control design

MIMO Probability Density Function Control Using Simple LOG-MLP Neural Networks

ICIRA '08 Proceedings of the First International Conference on Intelligent Robotics and Applications: Part II

From Bayesian Decision-Makers to Bayesian Agents

Proceedings of the 2005 conference on Self-Organization and Autonomic Informatics (I)

Adaptive statistic tracking control based on two-step neural networks with time delays

IEEE Transactions on Neural Networks

Brief paper: Distribution function tracking filter design using hybrid characteristic functions

Automatica (Journal of IFAC)

Recent advances on stochastic distribution control: probability density function control

CCDC'09 Proceedings of the 21st annual international conference on Chinese Control and Decision Conference

Brief paper: Feedback control of nonlinear stochastic systems for targeting a specified stationary probability density

Automatica (Journal of IFAC)

Shape control of conditional output probability density functions for linear stochastic systems with random parameters

International Journal of Systems, Control and Communications

Fully probabilistic control design in an adaptive critic framework

Neural Networks

Axiomatisation of fully probabilistic design

Information Sciences: an International Journal

Design of new fault diagnosis and fault tolerant control scheme for non-Gaussian singular stochastic distribution systems

Automatica (Journal of IFAC)

A Fokker-Planck control framework for multidimensional stochastic processes

Journal of Computational and Applied Mathematics