IEICE Trans

Keyword : deep reinforcement learning

Control of Discrete-Time Chaotic Systems with Policy-Based Deep Reinforcement Learning Junya IKEMOTO Toshimitsu USHIO
Publication: Publication Date: 2020/07/01 Vol. E103-A No. 7 ; pp. 885-892 Type of Manuscript: PAPER Category: Nonlinear Problems Keyword: reinforcement learning, policy gradient, deep reinforcement learning, chaos control,
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Deep-Reinforcement-Learning-Based Distributed Vehicle Position Controls for Coverage Expansion in mmWave V2X Akihito TAYA Takayuki NISHIO Masahiro MORIKURA Koji YAMAMOTO
Publication: Publication Date: 2019/10/01 Vol. E102-B No. 10 ; pp. 2054-2065 Type of Manuscript: PAPER Category: Network Management/Operation Keyword: vehicular networks, autonomous vehicles, mmWave communications, multi-hop relaying, position controls, deep reinforcement learning,
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Deep Reinforcement Learning with Sarsa and Q-Learning: A Hybrid Approach Zhi-xiong XU Lei CAO Xi-liang CHEN Chen-xi LI Yong-liang ZHANG Jun LAI
Publication: Publication Date: 2018/09/01 Vol. E101-D No. 9 ; pp. 2315-2322 Type of Manuscript: PAPER Category: Artificial Intelligence, Data Mining Keyword: deep reinforcement learning, Deep Q Network, overestimation, double estimator, Sarsa,
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Reward-Based Exploration: Adaptive Control for Deep Reinforcement Learning Zhi-xiong XU Lei CAO Xi-liang CHEN Chen-xi LI
Publication: Publication Date: 2018/09/01 Vol. E101-D No. 9 ; pp. 2409-2412 Type of Manuscript: LETTER Category: Artificial Intelligence, Data Mining Keyword: deep reinforcement learning, reward, exploration, exploitation,
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A Study of Qualitative Knowledge-Based Exploration for Continuous Deep Reinforcement Learning Chenxi LI Lei CAO Xiaoming LIU Xiliang CHEN Zhixiong XU Yongliang ZHANG
Publication: Publication Date: 2017/11/01 Vol. E100-D No. 11 ; pp. 2721-2724 Type of Manuscript: LETTER Category: Artificial Intelligence, Data Mining Keyword: deep reinforcement learning, knowledge, exploration strategy, cloud control systems,
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Relation Extraction with Deep Reinforcement Learning Hongjun ZHANG Yuntian FENG Wenning HAO Gang CHEN Dawei JIN
Publication: Publication Date: 2017/08/01 Vol. E100-D No. 8 ; pp. 1893-1902 Type of Manuscript: PAPER Category: Natural Language Processing Keyword: relation extraction, deep reinforcement learning, CNN, Tree-LSTM,
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