PAC model-free reinforcement learning.

Alexander L. Strehl Lihong Li Eric Wiewiora John Langford Michael L. Littman

Published in: ICML (2006)

Keyphrases

model free reinforcement learning
reinforcement learning
sample complexity
policy gradient
sample size
upper bound
learning problems
neural network
learning algorithm
lower bound
state space
supervised learning
real valued