Derong Liu
Computational Theory and Mathematics · IEEE Transactions on Neural Networks and Learning Systems · 2008–2021
A researcher in the Science corpus: 17 papers; trusts 70 researchers and is trusted by 29 researchers here, as inferred from the citation graph.
Subfields
- Computational Theory and Mathematics — 154 citations into it; #1,002 of 12,182 by trust here, #791 by citations
- Artificial Intelligence — 116 citations into it; #7,710 of 35,345 by trust here, #8,893 by citations
- Control and Systems Engineering — 107 citations into it; #1,712 of 8,257 by trust here, #1,545 by citations
- Reinforcement Learning — 73 citations into it
- Electrical and Electronic Engineering — 68 citations into it; #1,201 of 16,539 by trust here, #4,807 by citations
- Biomedical Engineering — 38 citations into it; #3,894 of 10,734 by trust here, #8,509 by citations
- Computer Networks and Communications — 33 citations into it; #7,581 of 9,886 by trust here, #6,788 by citations
- Statistical and Nonlinear Physics — 16 citations into it
Whom Derong Liu trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Frank L. Lewis
- Richard S. Sutton
- Huaguang Zhang
- Hamidreza Modares
- Kyriakos G. Vamvoudakis
- Murad Abu-Khalaf
- Paul J. Werbos
- Andrew Barto
- Draguna L. Vrabie
- Yu Jiang
Who trusts Derong Liu overall
- Ding Wang
- Qinglai Wei
- Hamidreza Modares
- Huaguang Zhang
- Shaocheng Tong
- Frank L. Lewis
- Haibo He
- Yong-ming Li
- Yanjun Liu
- Kangkang Sun
Papers from Derong Liu's perspective
Ordered by how strongly the researchers Derong Liu trusts endorse each paper. Same corpus, a different order for every researcher.
- Reinforcement Learning: An Introduction
- ImageNet classification with deep convolutional neural networks
- Deep Residual Learning for Image Recognition (Computer Vision and Pattern Recognition)
- Gradient-based learning applied to document recognition
- Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)
- Human-level control through deep reinforcement learning
- Long Short-Term Memory
- Attention is All you Need (Neural Information Processing Systems)
- ImageNet: A large-scale hierarchical image database
- Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift (International Conference on Machine Learning)
Their papers
- Adaptive Dynamic Programming: An Introduction (2009) — 869 citations
- An iterative adaptive dynamic programming method for solving a class of nonlinear zero-sum differential games (2011) — 399 citations
- Neural-Network-Based Near-Optimal Control for a Class of Discrete-Time Affine Nonlinear Systems With Control Constraints (2009) — 633 citations
- Finite-Approximation-Error-Based Optimal Control Approach for Discrete-Time Nonlinear Systems (2013) — 294 citations
- Decentralized Stabilization for a Class of Continuous-Time Nonlinear Interconnected Systems Using Online Learning Optimal Control Approach (2014) — 330 citations
- Policy Iteration Adaptive Dynamic Programming Algorithm for Discrete-Time Nonlinear Systems (2014) — 679 citations
- Reinforcement-Learning-Based Robust Controller Design for Continuous-Time Uncertain Nonlinear Systems Subject to Input Constraints (2015) — 405 citations
- Global Asymptotic Stability of Recurrent Neural Networks With Multiple Time-Varying Delays (2008) — 338 citations
- Optimal control of unknown nonaffine nonlinear discrete-time systems based on adaptive dynamic programming (2012) — 370 citations
- Adaptive Critic Nonlinear Robust Control: A Survey (2017) — 322 citations
- Value Iteration Adaptive Dynamic Programming for Optimal Control of Discrete-Time Nonlinear Systems (2016) — 424 citations
- A Comprehensive Review of Stability Analysis of Continuous-Time Recurrent Neural Networks (2014) — 607 citations
- Model-Free Optimal Tracking Control via Critic-Only Q-Learning (2016) — 301 citations
- Adaptive Dynamic Programming for Control: A Survey and Recent Advances (2021) — 581 citations
- Stability of Dynamical Systems: On the Role of Monotonic and Non-Monotonic Lyapunov Functions (2015) — 61 citations
- Optimal control for discrete-time affine non-linear systems using general value iteration (2012) — 112 citations
- Networked Control Systems: Theory and Applications (2008) — 320 citations