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A Hierarchical Deep Reinforcement Learning Framework for 6-DOF UCAV Air-to-Air Combat
期刊论文
IEEE Transactions on Systems, Man and Cybernetics: Systems, 2023, 页码: DOI: 10.1109/TSMC.2023.3270444
作者:
Jiajun Chai
;
Wenzhang Chen
;
Yuanheng Zhu
;
Zong-xin Yao,
;
Dongbin Zhao
Adobe PDF(9249Kb)
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浏览/下载:199/108
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提交时间:2023/04/26
Vision-based control in the open racing car simulator with deep and reinforcement learning
期刊论文
Journal of Ambient Intelligence and Humanized Computing, 2019, 页码: doi={10.1007/s12652-019-01503-y}
作者:
Yuanheng Zhu
;
Dongbin Zhao
Adobe PDF(2210Kb)
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浏览/下载:42/9
  |  
提交时间:2023/04/26
Comprehensive comparison of online ADP algorithms for continuous-time optimal control
期刊论文
ARTIFICIAL INTELLIGENCE REVIEW, 2018, 卷号: 49, 期号: 4, 页码: 531-547
作者:
Zhu, Yuanheng
;
Zhao, Dongbin
Adobe PDF(766Kb)
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浏览/下载:406/180
  |  
提交时间:2017/09/13
Adaptive Dynamic Programming
Policy Iteration
Integral Reinforcement Learning
Experience Replay
Off-policy
Policy Iteration for H infinity Optimal Control of Polynomial Nonlinear Systems via Sum of Squares Programming
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2018, 卷号: 48, 期号: 2, 页码: 500-509
作者:
Zhu, Yuanheng
;
Zhao, Dongbin
;
Yang, Xiong
;
Zhang, Qichao
Adobe PDF(892Kb)
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浏览/下载:290/37
  |  
提交时间:2018/10/10
Adaptive Dynamic Programming (Adp)
h Infinity Optimal Control
Policy Iteration (Pi)
Polynomial Nonlinear Systems
Sum Of Squares (Sos)
Adaptive dynamic programming for robust neural control of unknown continuous-time non-linear systems
期刊论文
IET CONTROL THEORY AND APPLICATIONS, 2017, 卷号: 11, 期号: 14, 页码: 2307-2316
作者:
Yang, Xiong
;
He, Haibo
;
Liu, Derong
;
Zhu, Yuanheng
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Adobe PDF(2123Kb)
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浏览/下载:426/141
  |  
提交时间:2017/09/13
Dynamic Programming
Robust Control
Neurocontrollers
Continuous Time Systems
Control System Synthesis
Nonlinear Control Systems
Optimal Control
Function Approximation
Monte Carlo Methods
Closed Loop Systems
Asymptotic Stability
Adaptive Dynamic Programming
Robust Neural Control Design
Unknown Continuous-time Nonlinear Systems
Ct Nonlinear Systems
Adp-based Robust Neural Control Scheme
Robust Nonlinear Control Problem
Nonlinear Optimal Control Problem
Nominal System
Adp Algorithm
Actor-critic Dual Networks
Control Policy Approximation
Value Function Approximation
Actor Neural Network Weights
Critic Nn Weights
Monte Carlo Integration Method
Closed-loop System
Asymptotically Stability
Policy Iteration for Hinfinity Optimal Control of Polynomial Nonlinear Systems via Sum of Squares Programming
期刊论文
IEEE Transactions on Cybernetics, 2017, 期号: PP, 页码: 1-9
作者:
Yuanheng Zhu
;
Zhao DB(赵冬斌)
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Adobe PDF(894Kb)
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浏览/下载:335/161
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提交时间:2017/09/13
Adaptive Dynamic Programming (Adp)
H∞ Optimal Control
Policy Iteration (Pi)
Polynomial Nonlinear Systems
Sum Of Squares (Sos)
Using reinforcement learning techniques to solve continuous-time non-linear optimal tracking problem without system dynamics
期刊论文
IET CONTROL THEORY AND APPLICATIONS, 2016, 卷号: 10, 期号: 12, 页码: 1339-1347
作者:
Zhu, Yuanheng
;
Zhao, Dongbin
;
Li, Xiangjun
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Adobe PDF(976Kb)
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浏览/下载:389/161
  |  
提交时间:2016/12/26
Nonlinear Control Systems
Continuous Time Systems
Learning (Artificial Intelligence)
Optimal Control
Dynamic Programming
Lyapunov Methods
Linear Systems
Reinforcement Learning
Continuous-time Problem
Nonlinear Optimal Tracking Problem
Adaptive Dynamic Programming
Model-free Adaptive Optimal Tracking Algorithm
Lyapunov Analysis
Linear System
Convergence Proof of Approximate Policy Iteration for Undiscounted Optimal Control of Discrete-Time Systems
期刊论文
COGNITIVE COMPUTATION, 2015, 卷号: 7, 期号: 6, 页码: 763-771
作者:
Zhu, Yuanheng
;
Zhao, Dongbin
;
He, Haibo
;
Ji, Junhong
Adobe PDF(809Kb)
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浏览/下载:245/38
  |  
提交时间:2016/01/18
Approximate Policy Iteration
Approximation Error
Optimal Control
Fuzzy Approximator
Full-range adaptive cruise control based on supervised adaptive dynamic programming
期刊论文
NEUROCOMPUTING, 2014, 卷号: 125, 页码: 57-67
作者:
Zhao, Dongbin
;
Hu, Zhaohui
;
Xia, Zhongpu
;
Alippi, Cesare
;
Zhu, Yuanheng
;
Wang, Ding
Adobe PDF(2228Kb)
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浏览/下载:391/114
  |  
提交时间:2015/08/12
Adaptive Dynamic Programming
Supervised Reinforcement Learning
Neural Networks
Adaptive Cruise Control
Stop And Go
A data-based online reinforcement learning algorithm with high-efficient exploration
会议论文
, Orlando, FL, USA, Dec, 2014
作者:
Yuanheng Zhu
;
Zhao DB(赵冬斌)
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Adobe PDF(407Kb)
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浏览/下载:201/79
  |  
提交时间:2017/09/13