A general sample complexity analysis of vanilla policy gradient.

Rui Yuan Robert M. Gower Alessandro Lazaric

Published in: AISTATS (2022)

Keyphrases

complexity analysis
policy gradient
special case
theoretical analysis
first order logic
lower bound
machine learning
model free reinforcement learning