Near-Optimal Reinforcement Learning in Dynamic Treatment Regimes

By Junzhe Zhang, Elias Bareinboim. 2019

75 citations recorded by the source corpus.

Subfields: Reinforcement Learning, Medical & Health AI

How researchers see this paper

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

In Reinforcement Learning

1. Anirudh Goyal
2. Yoshua Bengio
3. Nan Rosemary Ke
4. Stefan Bauer
5. Bernhard Schölkopf
6. Nal Kalchbrenner
7. Francesco Locatello

In Medical & Health AI

1. Bernhard Schölkopf
2. Francesco Locatello

Citations in the corpus

• Towards Causal Representation Learning (2021, background): “An emerging line of work devoted to the intersection of RL and causality includes [13, 21, 164, 37, 50, 275, 1].”
• Causality for Machine Learning (2019, background): “Recent work devoted to the field between RL and causality includes (Bareinboim et al., 2015; Bengio et al., 2017; Lu et al., 2018; Buesing et al., 2018; Dasgupta et al., 2019; Zhang and Bareinboim, 2019).”