Empirical Policy Evaluation With Supergraphs.
Daniel VialVijay G. SubramanianPublished in: IEEE J. Sel. Areas Inf. Theory (2021)
Keyphrases
- policy evaluation
- variance reduction
- least squares
- monte carlo
- temporal difference
- model free
- matrix inversion
- reinforcement learning
- markov decision processes
- policy iteration
- semi parametric
- function approximation
- confidence intervals
- optimal policy
- statistical inference
- state space
- dynamic programming
- linear regression
- density estimation
- sample size
- decision making