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Data-efficient model-based reinforcement learning with trajectory discrimination
期刊论文
COMPLEX & INTELLIGENT SYSTEMS, 2023, 页码: 10
作者:
Qu, Tuo
;
Duan, Fuqing
;
Zhang, Junge
;
Zhao, Bo
;
Huang, Wenzhen
收藏
  |  
浏览/下载:98/0
  |  
提交时间:2023/11/16
Reinforcement learning
Deep learning
Continuous control task
World model
Guest Editorial on "Computational intelligence in analysis and integration of complex systems"
期刊论文
COMPLEX & INTELLIGENT SYSTEMS, 2022, 页码: 3
作者:
Zhao, Bo
;
Zeng, Wenyi
;
Gao, Weinan
;
Zhang, Qichao
收藏
  |  
浏览/下载:149/0
  |  
提交时间:2022/06/10
Sparse online kernelized actor-critic Learning in reproducing kernel Hilbert space
期刊论文
ARTIFICIAL INTELLIGENCE REVIEW, 2021, 页码: 36
作者:
Yang, Yongliang
;
Zhu, Hufei
;
Zhang, Qichao
;
Zhao, Bo
;
Li, Zhenning
;
Wunsch, Donald C.
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  |  
浏览/下载:199/0
  |  
提交时间:2021/11/02
Reproducing kernel Hilbert space
Actor-critic learning
Value function approximation
Online sparsification
Non-parametric learning
Sliding-Mode Surface-Based Approximate Optimal Control for Uncertain Nonlinear Systems With Asymptotically Stable Critic Structure
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2021, 卷号: 51, 期号: 6, 页码: 2858-2869
作者:
Zhao, Bo
;
Liu, Derong
;
Alippi, Cesare
收藏
  |  
浏览/下载:218/0
  |  
提交时间:2021/08/15
Optimal control
Perturbation methods
Nonlinear systems
Uncertainty
Cost function
Stability analysis
Adaptive systems
Adaptive critic designs
adaptive dynamic programming (ADP)
optimal control
sliding mode surface (SMS)
unknown mismatched perturbations
Adaptive Dynamic Programming for Control: A Survey and Recent Advances
期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2021, 卷号: 51, 期号: 1, 页码: 142-160
作者:
Liu, Derong
;
Xue, Shan
;
Zhao, Bo
;
Luo, Biao
;
Wei, Qinglai
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  |  
浏览/下载:217/0
  |  
提交时间:2021/03/08
Adaptive critic designs (ACDs)
adaptive dynamic programming
approximate dynamic programming
intelligent control
learning control
neural dynamic programming
neuro-dynamic programming
optimal control
reinforcement learning (RL)
Reinforcement Learning-Based Optimal Stabilization for Unknown Nonlinear Systems Subject to Inputs With Uncertain Constraints
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 31, 期号: 10, 页码: 4330-4340
作者:
Zhao, Bo
;
Liu, Derong
;
Luo, Chaomin
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  |  
浏览/下载:206/0
  |  
提交时间:2021/01/07
Nonlinear systems
Optimal control
Artificial neural networks
Actuators
Observers
Feedforward systems
Adaptive dynamic programming (ADP)
neural networks (NNs)
optimal control
reinforcement learning (RL)
uncertain input constraints
unknown nonlinear systems
Asymptotically stable critic designs for approximate optimal stabilization of nonlinear systems subject to mismatched external disturbances
期刊论文
NEUROCOMPUTING, 2020, 卷号: 396, 页码: 201-208
作者:
Zhao, Bo
;
Shi, Guang
;
Wang, Ding
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  |  
浏览/下载:209/0
  |  
提交时间:2020/07/06
Adaptive dynamic programming
Adaptive critic designs
Mismatched external disturbances
Disturbance observer
Optimal control
Neural networks
Nested tuning law
The Role and Challenges of Body Channel Communication in Wearable Flexible Electronics
期刊论文
IEEE TRANSACTIONS ON BIOMEDICAL CIRCUITS AND SYSTEMS, 2020, 卷号: 14, 期号: 2, 页码: 283-296
作者:
Zhao, Bo
;
Mao, Jingna
;
Zhao, Jian
;
Yang, Huazhong
;
Lian, Yong
收藏
  |  
浏览/下载:181/0
  |  
提交时间:2020/06/02
Body channel communication (BCC)
flexible electronic
sensor
transceiver
wearable device
Event-Triggered Decentralized Tracking Control of Modular Reconfigurable Robots Through Adaptive Dynamic Programming
期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2020, 卷号: 67, 期号: 4, 页码: 3054-3064
作者:
Zhao, Bo
;
Liu, Derong
收藏
  |  
浏览/下载:245/0
  |  
提交时间:2020/03/30
Decentralized control
Couplings
Optimal control
Robots
Dynamic programming
Artificial neural networks
Trajectory
Adaptive dynamic programming
decentralized tracking control
event-triggered mechanism
modular reconfigurable robots
optimal control
reinforcement learning
Deep imitator: handwriting calligraphy imitation via deep attention networks
期刊论文
Pattern Recogniton, 2019, 期号: 已接收, 页码: 已接收
作者:
Zhao, Bocheng
;
Tao, Jianhua
;
Yang, Minghao
;
Tian, Zhengkun
;
Fan, Cunhang
;
Bai, Ye
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Adobe PDF(2498Kb)
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  |  
浏览/下载:438/168
  |  
提交时间:2020/01/05
calligraphy imitation, attention, mata-style matrix, condition Gated Recurrent Unit