Before revision:  We provide theoretical guarantees for }{\sf   general assumptions and illustrate its performance on a number of benchmark RL problems.
After revision:  We provide theoretical guarantees for }{\sf UVIP general assumptions and illustrate its performance on a number of benchmark RL problems.