Statistical Estimation of Confounded Linear MDPs: An Instrumental Variable Approach.

Miao Lu Wenhao Yang Liangyu Zhang Zhihua Zhang

Published in: CoRR (2022)

Keyphrases

statistical estimation
markov decision processes
image segmentation
state space
reinforcement learning
markov chain
linear constraints
dynamic programming
continuous variables
linear systems
policy iteration
planning under uncertainty
policy search