Standout Papers

Adaptive Dynamic Programming: An Introduction 2009 2026 2014 2020 550
  1. Adaptive Dynamic Programming: An Introduction (2009)
    Fei‐Yue Wang, Huaguang Zhang et al. IEEE Computational Intelligence Magazine
  2. A Comprehensive Review of Stability Analysis of Continuous-Time Recurrent Neural Networks (2014)
    Huaguang Zhang, Zhanshan Wang et al. IEEE Transactions on Neural Networks and Learning Systems
  3. Neural-Network-Based Near-Optimal Control for a Class of Discrete-Time Affine Nonlinear Systems With Control Constraints (2009)
    Huaguang Zhang, Yanhong Luo et al. IEEE Transactions on Neural Networks
  4. Policy Iteration Adaptive Dynamic Programming Algorithm for Discrete-Time Nonlinear Systems (2013)
    Derong Liu, Qinglai Wei IEEE Transactions on Neural Networks and Learning Systems
  5. Adaptive Dynamic Programming for Control: A Survey and Recent Advances (2020)
    Derong Liu, Shan Xue et al. IEEE Transactions on Systems Man and Cybernetics Systems
  6. Reinforcement Learning and Approximate Dynamic Programming for Feedback Control (2012)
    Frank L. Lewis, Derong Liu et al. City Research Online (City University London)
  7. Adaptive Dynamic Programming with Applications in Optimal Control (2017)
    Derong Liu, Qinglai Wei et al. Advances in industrial control
  8. Reinforcement-Learning-Based Robust Controller Design for Continuous-Time Uncertain Nonlinear Systems Subject to Input Constraints (2015)
    Derong Liu, Xiong Yang et al. IEEE Transactions on Cybernetics
  9. Deep Learning-Based Trajectory Planning and Control for Autonomous Ground Vehicle Parking Maneuver (2022)
    Runqi Chai, Derong Liu et al. IEEE Transactions on Automation Science and Engineering
  10. Explainable Intelligent Fault Diagnosis for Nonlinear Dynamic Systems: From Unsupervised to Supervised Learning (2022)
    Hongtian Chen, Zhigang Liu et al. IEEE Transactions on Neural Networks and Learning Systems
  11. Recent Progress in Reinforcement Learning and Adaptive Dynamic Programming for Advanced Control Applications (2023)
    Ding Wang, Derong Liu et al. IEEE/CAA Journal of Automatica Sinica

Immediate Impact

3 by Nobel laureates 27 from Science/Nature 63 standout
Sub-graph 1 of 23

Citing Papers

Synaptic and neural behaviours in a standard silicon transistor
2025 StandoutNature
Fault-tolerant control of a hydraulic servo actuator via adaptive dynamic programming
2023 Standout
1 intermediate paper

Works of Derong Liu being referenced

Observer based adaptive dynamic programming for fault tolerant control of a class of nonlinear systems
2016
Reinforcement learning for adaptive optimal control of unknown continuous-time nonlinear systems with input constraints
2013
and 7 more

Author Peers

Author Last Decade Papers Cites
Derong Liu 12976 10634 7644 423 20.9k
Huaguang Zhang 7115 13537 5364 739 23.5k
Frank L. Lewis 16753 27857 9825 695 43.6k
Zhong‐Ping Jiang 4657 13933 1979 366 18.3k
Haibo He 3223 5873 3313 311 12.2k
Shaocheng Tong 10067 27482 4807 409 31.2k
Shuzhi Sam Ge 8397 29893 4001 820 37.8k
Changyin Sun 2742 8371 2531 494 13.6k
Hongyi Li 4679 19544 3689 336 24.6k
Mohamed Abd Elaziz 3264 1800 10810 406 22.2k
Guang‐Hong Yang 4443 23177 3262 779 27.8k

All Works

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Rankless by CCL
2026