Complete stability analysis of a heuristic approximate dynamic programming control design
Authors:
- Yury SokolovYSYury Sokolov
- Robert KozmaRKRobert Kozma
- Ludmilla D. WerbosLWLudmilla D. Werbos
- Paul J. WerbosPWPaul J. Werbos
- 1 September 2015
- journal article
- Published by Elsevier in Automatica
- Vol. 59, 9-18
Abstract
No abstract availableKeywords
All Related Versions
Funding Information
- National Science FoundationNational Science Foundation (NSF) (#DMS-13-11165)
This publication has 13 references indexed in Scilit:
- Optimal control of unknown nonaffine nonlinear discrete-time systems based on adaptive dynamic programmingAutomatica, 2012
- A boundedness result for the direct heuristic dynamic programmingNeural Networks, 2012
- Adaptive dynamic programming approach to experience-based systems identification and controlNeural Networks, 2009
- Generalized Policy Iteration for continuous-time systems2009
- Model-free Q-learning designs for linear discrete-time zero-sum games with application to H-infinity controlAutomatica, 2007
- Nearly optimal control laws for nonlinear systems with saturating actuators using a neural network HJB approachAutomatica, 2005
- Dual heuristic programming excitation neurocontrol for generators in a multimachine power systemIEEE Transactions on Industry Applications, 2003
- Adaptive critic designsIEEE Transactions on Neural Networks, 1997
- Approximation and estimation bounds for artificial neural networksMachine Learning, 1994
- Universal approximation bounds for superpositions of a sigmoidal functionIEEE Transactions on Information Theory, 1993