Estimating the Reliability of MDP Policies: a Confidence Interval Approach

By Joel R. Tetreault, Dan Bohus, Diane J. Litman. 2007

24 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. Eric B. Laber
2. Daniel J. Lizotte
3. Susan M. Shortreed
4. Michael R. Kosorok
5. Susan A. Murphy
6. Ying‐Qi Zhao
7. Chao Yu
8. Joelle Pineau

Citations in the corpus

• Informing sequential clinical decision-making through reinforcement learning: an empirical study (2010, background): “Another line of research in RL, related to confidence intervals, is the estimation of variance , for example estimating the variance of the value function of a particular policy (Mannor et al. 2007; Tetreault et al. 2007).”