Hierarchical POMDP Controller Optimization by Likelihood Maximization.

Marc Toussaint Laurent Charlin Pascal Poupart

Published in: UAI (2008)

Keyphrases

likelihood maximization
reinforcement learning
control system
expectation maximization
finite state
state space
em algorithm
probabilistic model
partially observable markov decision processes