Increasingly Cautious Optimism for Practical PAC-MDP Exploration.

Liangpeng Zhang Ke Tang Xin Yao

Published in: IJCAI (2015)

Keyphrases

markov decision processes
state space
data sets
real world
upper bound
sample complexity
markov decision process
decision trees
active learning
special case
utility function
initial state
exploration strategy