Finding the Near Optimal Policy via Adaptive Reduced Regularization in MDPs

Wenhao Yang, Xiang Li, Guangzeng Xie +1

Regularized MDPs serve as a smooth version of original MDPs. However, biased optimal policy always exists for regularized MDPs. Instead of making the coefficientλof regularized ter…