Data-driven approximate value iteration with optimality error bound analysis

Automatica ◽  
2017 ◽  
Vol 78 ◽  
pp. 79-87 ◽  
Author(s):  
Yongqiang Li ◽  
Zhongsheng Hou ◽  
Yuanjing Feng ◽  
Ronghu Chi
Keyword(s):  
Error Bound ◽  
Data Driven ◽  
Value Iteration ◽  
Error Bound Analysis ◽  
Approximate Value Iteration ◽  
Bound Analysis

Data-driven approximate Q-learning stabilization with optimality error bound analysis

Automatica ◽  
2019 ◽  
Vol 103 ◽  
pp. 435-442 ◽  
Author(s):  
Yongqiang Li ◽  
Chengzan Yang ◽  
Zhongsheng Hou ◽  
Yuanjing Feng ◽  
Chenkun Yin
Keyword(s):  
Error Bound ◽  
Data Driven ◽  
Q Learning ◽  
Error Bound Analysis ◽  
Bound Analysis
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