A Cross-Entropy Approach to Solving Dec-POMDPs.

Frans A. Oliehoek Julian F. P. Kooij Nikos A. Vlassis

Published in: IDC (2007)

Keyphrases

cross entropy
dec pomdps
maximum likelihood
log likelihood
markov decision problems
infinite horizon
error function
theoretical justification
machine learning
artificial neural networks
dynamic programming
simulated annealing
ranking functions
language modeling
decision making under uncertainty