Derong Liu
Impact in
- Computational Theory and Mathematics top 0.01%
- Adaptive Dynamic Programming Control
- Control and Systems Engineering top 0.01%
- Adaptive Control of Nonlinear Systems
- Advanced Control Systems Optimization
Papers in
-
- Adaptive Dynamic Programming Control 286
-
- Adaptive Control of Nonlinear Systems 147
- Co-authors
- Qinglai Wei (88 shared papers)Ding Wang (93 shared papers)Huaguang Zhang (33 shared papers)Biao Luo (28 shared papers)Xiong Yang (25 shared papers)Bo Zhao (67 shared papers)Hongliang Li (27 shared papers)A.N. Michel (28 shared papers)
- Journals
- Neurocomputing (36 papers)IEEE Transactions on Neural Networks and Learning Systems (32 papers)IEEE Transactions on Systems Man and Cybernetics Systems (30 papers)IEEE Transactions on Cybernetics (26 papers)Neural Networks (19 papers)
- Partner nations
- ChinaUnited StatesRussia
In The Last Decade
Derong Liu
554 papers receiving 24.7k citations
Derong Liu's Hit Papers
Peers
Comparison fields: 5 of 200
- Computational Theory and Mathematics 15.1k
- Control and Systems Engineering 12.4k
- Artificial Intelligence 9.1k
- Computer Networks and Communications 4.1k
- Electrical and Electronic Engineering 6.5k
Countries citing papers authored by Derong Liu
This map shows the geographic impact of Derong Liu's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Derong Liu with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Derong Liu more than expected).
Fields of papers citing papers by Derong Liu
This network shows the impact of papers produced by Derong Liu. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Derong Liu. The network helps show where Derong Liu may publish in the future.
Co-authors
The 25 scholars most cited alongside Derong Liu, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
Showing the 20 most-cited of 588 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Adaptive Dynamic Programming: An Introduction Hit paper breakdown → | 2009 | 682 |
| 2 | Policy Iteration Adaptive Dynamic Programming Algorithm for Discrete-Time Nonlinear Systems Hit paper breakdown → | 2013 | 546 |
| 3 | Neural-Network-Based Near-Optimal Control for a Class of Discrete-Time Affine Nonlinear Systems With Control Constraints Hit paper breakdown → | 2009 | 545 |
| 4 | A Comprehensive Review of Stability Analysis of Continuous-Time Recurrent Neural Networks Hit paper breakdown → | 2014 | 537 |
| 5 | Neural Information Processing Hit paper breakdown → | 2017 | 480 |
| 6 | Adaptive Dynamic Programming for Control: A Survey and Recent Advances Hit paper breakdown → | 2020 | 480 |
| 7 | Adaptive Dynamic Programming with Applications in Optimal Control Hit paper breakdown → | 2017 | 357 |
| 8 | Reinforcement-Learning-Based Robust Controller Design for Continuous-Time Uncertain Nonlinear Systems Subject to Input Constraints Hit paper breakdown → | 2015 | 343 |
| 9 | Value Iteration Adaptive Dynamic Programming for Optimal Control of Discrete-Time Nonlinear Systems Hit paper breakdown → | 2015 | 343 |
| 10 | 2010 | 318 | |
| 11 | Optimal control of unknown nonaffine nonlinear discrete-time systems based on adaptive dynamic programming Hit paper breakdown → | 2012 | 296 |
| 12 | 2008 | 295 | |
| 13 | 2017 | 280 | |
| 14 | 2013 | 273 | |
| 15 | 2016 | 250 | |
| 16 | 2014 | 238 | |
| 17 | 2010 | 236 | |
| 18 | 2012 | 234 | |
| 19 | 2014 | 221 | |
| 20 | 2012 | 201 |
About Derong Liu
Derong Liu is a scholar working on Computational Theory and Mathematics, Control and Systems Engineering, Artificial Intelligence, Electrical and Electronic Engineering and Computer Networks and Communications, having authored 588 papers that have together received 25.1k indexed citations. Recurring topics across this work include Adaptive Dynamic Programming Control (286 papers), Adaptive Control of Nonlinear Systems (147 papers), Reinforcement Learning in Robotics (108 papers), Frequency Control in Power Systems (89 papers), Neural Networks Stability and Synchronization (57 papers), Mechanical Circulatory Support Devices (52 papers), Neural Networks and Applications (50 papers) and Advanced Technologies in Various Fields (46 papers). The work is most often cited by research in Computational Theory and Mathematics (15.1k citations), Control and Systems Engineering (12.4k citations), Artificial Intelligence (9.1k citations), Computer Networks and Communications (4.1k citations) and Electrical and Electronic Engineering (6.5k citations). Derong Liu has collaborated with scholars based in China, United States and Russia. Frequent co-authors include Qinglai Wei, Ding Wang, Huaguang Zhang, Biao Luo, Xiong Yang, Bo Zhao, Hongliang Li, A.N. Michel, Fei–Yue Wang and Dongbin Zhao. Their work appears in journals such as Neurocomputing, IEEE Transactions on Neural Networks and Learning Systems, IEEE Transactions on Systems Man and Cybernetics Systems, IEEE Transactions on Cybernetics and Neural Networks.
Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.