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Keyword

approximate dynamic programming

Description: Methods for solving dynamic programming problems using approximate value functions or policies, especially in high-dimensional control and reinforcement learning.
OpenAlex ID: keywords/approximate-dynamic-programming
Neuro-dynamic Programming
2012 · Springer eBooks · 3,514
Approximate Dynamic Programming
2011 · Warren B. Powell · Wiley series in probability and statistics · 2,301
Approximate Dynamic Programming
2007 · Warren B. Powell · Wiley series in probability and statistics · 1,566
Neuro-Dynamic Programming
2001 · Dimitri P. Bertsekas · Encyclopedia of Optimization · 1,466
Discrete-Time Nonlinear HJB Solution Using Approximate Dynamic Programming: Convergence Proof
2008 · A. Al-Tamimi, F.L. Lewis, et al. · IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics) · 1,075
Computational adaptive optimal control for continuous-time linear systems with completely unknown dynamics
2012 · Yu Jiang, Zhong-Ping Jiang · Automatica · 1,073
Approximate dynamic programming for real-time control and neural modeling
1992 · Paul J. Werbos · Medical Entomology and Zoology · 1,069
Neuro-Dynamic Programming
2010 · Encyclopedia of Machine Learning · 950
Adaptive Dynamic Programming: An Introduction
2009 · Fei-Yue Wang, Huaguang Zhang, et al. · IEEE Computational Intelligence Magazine · 899
Handbook of Learning and Approximate Dynamic Programming
2004 · Jennie Si, Andrew G. Barto, et al. · Institute of Electrical and Electronics Engineers eBooks · 856
The Linear Programming Approach to Approximate Dynamic Programming
2003 · D. P. de Farias, B. Van Roy · Operations Research · 687
Approximate dynamic programming: solving the curses of dimensionality
2008 · Panos M. Pardalos · Optimization methods & software · 666
Regression methods for pricing complex American-style options
2001 · J.N. Tsitsiklis, B. Van Roy · IEEE Transactions on Neural Networks · 612
Model-free Q-learning designs for linear discrete-time zero-sum games with application to H-infinity control
2007 · Asma Al-Tamimi, Frank L. Lewis, et al. · Automatica · 610
Reinforcement Learning and Approximate Dynamic Programming for Feedback Control
2012 · Fairbank, M., Prokhorov, D., et al. · Wiley eBooks · 576
Reinforcement Learning for Partially Observable Dynamic Processes: Adaptive Dynamic Programming Using Measured Output Data
2010 · F L Lewis, K G Vamvoudakis · IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics) · 544
Adaptive Dynamic Programming with Applications in Optimal Control
2017 · Derong Liu, Qinglai Wei, et al. · Advances in industrial control · 488
Dynamic modeling and control of supply chain systems: A review
2007 · Haralambos Sarimveis, Panagiotis Patrinos, et al. · Computers & Operations Research · 458
Approximate Dynamic Programming: Solving the Curses of Dimensionality (Wiley Series in Probability and Statistics)
2007 · Warren B. Powell · 456
Neuro-dynamic programming: an overview
2002 · D.P. Bertsekas, J.N. Tsitsiklis · Proceedings of the IEEE Conference on Decision & Control, including the Symposium on Adaptive Processes · 411
Dynamic Multipriority Patient Scheduling for a Diagnostic Resource
2008 · Jonathan Patrick, Martin L. Puterman, et al. · Operations Research · 377
On Constraint Sampling in the Linear Programming Approach to Approximate Dynamic Programming
2004 · Daniela Pucci de Farias, Benjamin Van Roy · Mathematics of Operations Research · 373
Efficient Solution Algorithms for Factored MDPs
2003 · Carlos Guestrin, Daphne Koller, et al. · 367
Dynamic Programming and Suboptimal Control: A Survey from ADP to MPC*
2005 · Dimitri P. Bertsekas · European Journal of Control · 366
Reinforcement Learning: A Tutorial Survey and Recent Advances
2008 · Abhijit Gosavi · INFORMS journal on computing · 326
Works count: 3,022
Citation count: 67,970
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