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Application of Machine Learning for Online Reputation 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 3, 页码: 492-502
Authors:  Ahmad Alqwadri;  Mohammad Azzeh;  Fadi Almasalha
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Reputation system  rating aggregation  machine learning  consumer reliability  user trust  
Skill Learning for Robotic Insertion Based on One-shot Demonstration and Reinforcement Learning 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 3, 页码: 457-467
Authors:  Ying Li;  De Xu
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Force Jacobian matrix  one-shot demonstration  dynamic exploration strategy  insertion skill learning  reinforcement  
Multiagent Reinforcement Learning:Rollout and Policy Iteration 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 2, 页码: 249-272
Authors:  Dimitri Bertsekas
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Dynamic programming  multiagent problems  neuro-dynamic programming  policy iteration  reinforcement learning, rollout  
A survey of brain-inspired intelligent robots with integration of vision, decision, motion control and musculoskeletal systems 期刊论文
IEEE Transactions on Cybernetics, 2021, 卷号: 暂无, 期号: 暂无, 页码: 暂无
Authors:  Hong Qiao;  Jiahao Chen;  Xiao Huang
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Brain-inspired intelligent robots  musculoskeletal robots  visual cognition  decision making  muscle control  
Real-time path planning and following of a gliding robotic dolphin within a hierarchical framework 期刊论文
IEEE Transactions on Vehicular Technology, 2021, 卷号: 70, 期号: 4, 页码: 3243-3255
Authors:  Wang Jian(王健);  Wu Zhengxing;  Yan Shuaizheng;  Tan Min;  Yu Junzhi
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Adaptive backstepping  hierarchical deep q-network  path following  path planning  underwater robot  
Active Pushing for Better Grasping in Dense Clutter with Deep Reinforcement Learning 会议论文
, Shanghai, China, 6-8 Nov. 2020
Authors:  Lu, Ning;  Lu, Tao;  Cai, Yinghao;  Wang, shuo
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Learning Convex Optimization Models 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 8, 页码: 1355-1364
Authors:  Akshay Agrawal;  Shane Barratt;  Stephen Boyd
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Convex optimization  differentiable optimization  machine learning  
Optimal Elevator Group Control via Deep Asynchronous Actor-Critic Learning 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 31, 期号: 12, 页码: 5245-5256
Authors:  Wei, Qinglai;  Wang, Lingxiao;  Liu, Yu;  Polycarpou, Marios M.
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Elevators  Optimal control  Backpropagation  Machine learning  Neural networks  Learning (artificial intelligence)  Actor  –critic  adaptive dynamic programming  deep learning (DL)  elevator group control (EGC)  optimal control  reinforcement learning (RL)  
ACDER: Augmented Curiosity-Driven Experience Replay 会议论文
, Paris, France, 2020.05.31-2020.08.31
Authors:  Li, Boyao;  Lu, Tao;  Li, Jiayi;  Lu, Ning;  Cai, Yinghao;  Wang, Shuo
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Deep Reinforcement Learning-Based Automatic Exploration for Navigation in Unknown Environment 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 31, 期号: 6, 页码: 2064-2076
Authors:  Li, Haoran;  Zhang, Qichao;  Zhao, Dongbin
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Robot sensing systems  Navigation  Entropy  Neural networks  Task analysis  Planning  Automatic exploration  deep reinforcement learning (DRL)  optimal decision  partial observation