ADP Papers

Contact: derongliu@gmail.com

Beijing, China, August 4, 2009.

 

Part 1: Basic ADP papers

Please go over these papers to get some ideas about ADP.

 

ADP structures

Saridis and Fei-Yue Wang 1994 paper on stochastic suboptimal control

Prokhorov 1995 NN ADP Autolander

Prokhorov and Wunsch 1997 TNN

Jennie 2001 TNN

Padhi 2006 NN

Jennie 2009 SMCB

Balakrishnan 2011 JCTA

Haibo 2012 Neurocomputing

Two papers by Paul Werbos

1998 paper (very long) - Stable ACD PDF | html

2004 paper (WORD) - Backward Differentiation

Other papers

Saeks 1997 IJCNN - Asymptotic DP

Lendaris 1997 IJCNN - Training ACD

Lewis 1999 CDC - ACD in Control

Wunsch 2000 ACD for Maze

Balakrishnan 2000 Convergence Analysis

Derong 2001 IJCNN ADACD

Murray and Saeks 2003 book chapter

Lu Chao 2004 paper in Chinese

Derong 2005 CIS Newsletter

Fairbank 2012 TNNLS paper