Sample Complexity of Reinforcement Learning using Linearly Combined Model Ensembles.

Aditya Modi Nan Jiang Ambuj Tewari Satinder P. Singh

Published in: CoRR (2019)

Keyphrases

theoretical analysis
sample complexity
reinforcement learning
lower bound
data sets
multiscale
learning problems
uniform distribution
sequential decision problems