Xi-liang CHEN

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, 
 Summary | Full Text:PDF
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, 
 Summary | Full Text:PDF