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面向机械臂控制的强化学习方法研究 学位论文
博士, 沈阳: 中国科学院沈阳自动化研究所, 2020
Authors:  胡亚洲
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机器人控制  强化学习  值函数近似  优势函数  自由能原理  
Model-Agnostic Metalearning-Based Text-Driven Visual Navigation Model for Unfamiliar Tasks 期刊论文
IEEE ACCESS, 2020, 卷号: 8, 页码: 166742-166752
Authors:  Xue TF(薛天放);  Yu HB(于海斌)
Adobe PDF(2554Kb)  |  Favorite  |  View/Download:68/5  |  Submit date:2020/10/10
Navigation  Task analysis  Visualization  Adaptation models  Semantics  Robots  Feature extraction  Mapless-visual navigation  semantic segmentation  text-driven  model-agnostic meta-learning  
Active object detection with multistep action prediction using deep q-network 期刊论文
IEEE Transactions on Industrial Informatics, 2019, 卷号: 15, 期号: 6, 页码: 3723-3731
Authors:  Han XN(韩小宁);  Liu HP(刘华平);  Sun FC(孙富春);  Zhang, Xinyu
Adobe PDF(3267Kb)  |  Favorite  |  View/Download:247/62  |  Submit date:2019/06/29
Active object detection  active vision  deep Q-learning network (DQN)  dueling architecture  reinforcement learning  
Memory-based Parameterized Skills Learning For Mapless Visual Navigation 会议论文
2019 IEEE International Conference on Image Processing (ICIP), Taipei, Taiwan, September 22-25, 2019
Authors:  Liu YY(刘宇阳);  Cong Y(丛杨);  Sun G(孙干)
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Mapless visual navigation  Deep reinforcement learning (DRL)  Long short term memory  AI2THOR  
Active Object Detection Using Double DQN and Prioritized Experience Replay 会议论文
Proceedings of the International Joint Conference on Neural Networks, Rio de Janeiro, Brazil, July 8-13, 2018
Authors:  Han XN(韩小宁);  Liu H(刘华平);  Sun FC(孙富春);  Yang, Dongfang
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