Variance Reduction in Monte-Carlo Tree Search

By Joel Veness, Marc Lanctot, Michael H. Bowling. 2011

20 citations recorded by the source corpus.

How researchers see this paper

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

1. Emma Brunskill
2. Philip S. Thomas
3. Sergey Levine
4. Lihong Li
5. Ofir Nachum
6. Josiah P. Hanna
7. Nan Jiang
8. Nathan Kallus

Citations in the corpus

• Data-Efficient Off-Policy Policy Evaluation for Reinforcement Learning (2016, background): “We are therefore not the first to show that the DR estimator can be viewed as an application of control variates, since Veness et al. (2011, Section 3.1) point out that the advantage sum estimator is an application of control variates.”