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Keyword

heuristic dynamic programming

Description: An approximate dynamic programming method that uses learned or heuristic value estimates to support control and decision-making.
OpenAlex ID: keywords/heuristic-dynamic-programming
Adaptive critic designs
1997 · D.V. Prokhorov, D.C. Wunsch · IEEE Transactions on Neural Networks · 1,186
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
Data-Driven Optimal Consensus Control for Discrete-Time Multi-Agent Systems With Unknown Dynamics Using Reinforcement Learning Method
2016 · Huaguang Zhang, He Jiang, et al. · IEEE Transactions on Industrial Electronics · 424
Finite-horizon neuro-optimal tracking control for a class of discrete-time nonlinear systems using adaptive dynamic programming approach
2011 · Ding Wang, Derong Liu, et al. · Neurocomputing · 224
Comparison of heuristic dynamic programming and dual heuristic programming adaptive critics for neurocontrol of a turbogenerator
2002 · G.K. Venayagamoorthy, R.G. Harley, et al. · IEEE Transactions on Neural Networks · 220
Coordinated Reactive Power Control of a Large Wind Farm and a STATCOM Using Heuristic Dynamic Programming
2009 · Wei Qiao, R.G. Harley, et al. · IEEE Transactions on Energy Conversion · 217
Consistency of HDP applied to a simple reinforcement learning problem
1990 · Paul J. Werbos · Neural Networks · 194
Novel iterative neural dynamic programming for data-based approximate optimal control design
2017 · Chaoxu Mu, Ding Wang, et al. · Automatica · 192
Optimal Tracking Control for a Class of Nonlinear Discrete-Time Systems With Time Delays Based on Heuristic Dynamic Programming
2011 · Huaguang Zhang, Ruizhuo Song, et al. · IEEE Transactions on Neural Networks · 192
Reinforcement Learning Controller Design for Affine Nonlinear Discrete-Time Systems using Online Approximators
2011 · Qinmin Yang, S. Jagannathan · IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics) · 190
Adaptive Learning in Tracking Control Based on the Dual Critic Network Design
2013 · Zhen Ni, Haibo He, et al. · IEEE Transactions on Neural Networks and Learning Systems · 189
Adaptive Event-Triggered Control Based on Heuristic Dynamic Programming for Nonlinear Discrete-Time Systems
2016 · Lu Dong, Xiangnan Zhong, et al. · IEEE Transactions on Neural Networks and Learning Systems · 186
Adaptive Critic Designs for Discrete-Time Zero-Sum Games With Application to $H_{\infty}$ Control
2007 · Asma Al-Tamimi, Murad Abu-Khalaf, et al. · IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics) · 184
Adaptive Critic Learning Techniques for Engine Torque and Air–Fuel Ratio Control
2008 · Derong Liu, H. Javaherian, et al. · IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics) · 154
Ecological Adaptive Cruise Control and Energy Management Strategy for Hybrid Electric Vehicles Based on Heuristic Dynamic Programming
2018 · Guoqiang Li, Daniel Gorges · IEEE Transactions on Intelligent Transportation Systems · 117
Goal Representation Heuristic Dynamic Programming on Maze Navigation
2013 · Zhen Ni, Haibo He, et al. · IEEE Transactions on Neural Networks and Learning Systems · 105
Event-Triggered Adaptive Critic Control Design for Discrete-Time Constrained Nonlinear Systems
2018 · Mingming Ha, Ding Wang, et al. · IEEE Transactions on Systems Man and Cybernetics Systems · 102
A Proportional-Integrator Type Adaptive Critic Design-Based Neurocontroller for a Static Compensator in a Multimachine Power System
2007 · Salman Mohagheghi, Yamille del Valle, et al. · IEEE Transactions on Industrial Electronics · 102
Neural-network-based optimal tracking control scheme for a class of unknown discrete-time nonlinear systems using iterative ADP algorithm
2013 · Yuzhu Huang, Derong Liu · Neurocomputing · 97
Heuristic Dynamic Programming Based Online Energy Management Strategy for Plug-In Hybrid Electric Vehicles
2019 · Jichao Liu, Yangzhou Chen, et al. · IEEE Transactions on Vehicular Technology · 92
Data-Driven Finite-Horizon Approximate Optimal Control for Discrete-Time Nonlinear Systems Using Iterative HDP Approach
2017 · Chaoxu Mu, Ding Wang, et al. · IEEE Transactions on Cybernetics · 91
Hierarchical energy management strategy based on adaptive dynamic programming for hybrid electric vehicles in car-following scenarios
2022 · Wenbin Tang, Yaqian Wang, et al. · Energy · 87
Model-Free Optimal Control for Affine Nonlinear Systems With Convergence Analysis
2014 · Dongbin Zhao, Zhongpu Xia, et al. · IEEE Transactions on Automation Science and Engineering · 87
Adaptive-critic-based optimal neurocontrol for synchronous generators in a power system using MLP/RBF neural networks
2003 · Jung-Wook Park, R.G. Harley, et al. · IEEE Transactions on Industry Applications · 84
QoS Differential Scheduling in Cognitive-Radio-Based Smart Grid Networks: An Adaptive Dynamic Programming Approach
2015 · Rong Yu, Weifeng Zhong, et al. · IEEE Transactions on Neural Networks and Learning Systems · 76
Works count: 317
Citation count: 8,469
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