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基于演示示教的机器人技能模仿学习 学位论文
, 智能化大厦: 中科院自动化所, 2021
Authors:  夏鹏程
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演示示教  域自适应  轨迹模仿  深度强化学习  
深度卷积神经网络压缩与加速方法研究 学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2021
Authors:  阮晓峰
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深度卷积神经网络  模型压缩与加速  结构化剪枝  结构化稀疏  知识迁移  
Deep Audio-Visual Learning: A Survey 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 3, 页码: 351-376
Authors:  Hao Zhu;  Man-Di Luo;  Rui Wang;  Ai-Hua Zheng;  Ran He
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Deep audio-visual learning  audio-visual separation and localization  correspondence learning  generative models  representation learning  
A Position Synchronization Controller for Co-ordinated Links (COOL) Dual Robot Arm Based on Integral Sliding Mode: Design and Experimental Validation 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 1, 页码: 110-123
Authors:  Sumi Phukan;  Chitralekha Mahanta
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Integral sliding mode control  position synchronization  dual-arm robotic manipulator  chattering  robust control  
Resilience Against Replay Attacks: A Distributed Model Predictive Control Scheme for Networked Multi-Agent Systems 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 3, 页码: 628-640
Authors:  Giuseppe Franzè;  Francesco Tedesco;  Domenico Famularo
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Distributed model predictive control  leader-follower networks  multi-agent systems  replay attacks  resilient control  
Observer-Based Adaptive Fuzzy Tracking Control Using Integral Barrier Lyapunov Functionals for A Nonlinear System With Full State Constraints 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 3, 页码: 617-627
Authors:  Wei Zhao;  Yanjun Liu;  Lei Liu
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Adaptive control  backstepping design  integral barrier Lyapunov function (iBLF)  states observer  
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  
Data-Based Optimal Tracking of Autonomous Nonlinear Switching Systems 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 1, 页码: 227-238
Authors:  Xiaofeng Li;  Lu Dong;  Changyin Sun
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Adaptive dynamic programming  approximation error  data-based control  Q-learning  switching system  
Output Constrained Adaptive Controller Design for Nonlinear Saturation Systems 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 2, 页码: 441-454
Authors:  Yongliang Yang;  Zhijie Liu;  Qing Li;  Donald C. Wunsch
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Asymmetric barrier Lyapunov function  input saturation  Nussbaum function  time-varying prescribed performance  
A Multi-Layered Gravitational Search Algorithm for Function Optimization and Real-World Problems 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 1, 页码: 94-109
Authors:  Yirui Wang;  Shangce Gao;  Mengchu Zhou;  Yang Yu
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Artificial intelligence  exploration and exploitation  gravitational search algorithm  hierarchical interaction  hierarchy  machine learning  population structure