Budgeted Learning for Developing Personalized Treatment

By Kun Deng, R. Greiner, Susan A. Murphy. 2014

7 citations recorded by the source corpus.

Subfields: Artificial Intelligence, Management Science and Operations Research, Statistics and Probability

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

In Artificial Intelligence

1. Chao Yu
2. Jiming Liu
3. Shamim Nemati
4. Guoqi Ren

In Management Science and Operations Research

1. Shamim Nemati
2. Chao Yu
3. Jiming Liu

In Statistics and Probability

1. Chao Yu
2. Jiming Liu
3. Shamim Nemati

Citations in the corpus

• Reinforcement Learning in Healthcare: A Survey (2019, methodology): “…Advantage-learning [160], penalized Q-learning [212], the augmented multistage outcome-weighted learning [138], the budgeted learning algorithm [43], and the censored Q-learning algorithm [211], were evaluated using data from an MDD study and achieved remarkable improvement in learning…”