A smoothed Q-learning algorithm for estimating optimal dynamic treatment regime
In this paper we propose a smoothed Q-learning algorithm for estimating optimal dynamic treatment regimes. In contrast to the Q-learning algorithm in which non-regular inference is involved, we show that under assumptions adopted in this paper, the proposed smoothed Q-learning estimator is asymptoti...
Saved in:
| Main Authors: | , , , |
|---|---|
| 格式: | text |
| 語言: | English |
| 出版: |
Institutional Knowledge at Singapore Management University
2019
|
| 主題: | |
| 在線閱讀: | https://ink.library.smu.edu.sg/soe_research/2044 https://ink.library.smu.edu.sg/context/soe_research/article/3043/viewcontent/Smoothed_Q_learning_algorithm_for_estimating_optimal_2016_pp.pdf |
| 標簽: |
添加標簽
沒有標簽, 成為第一個標記此記錄!
|
| 機構: | Singapore Management University |
| 語言: | English |