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Optimistic MLE: A Generic Model-Based Algorithm for Partially Observable Sequential Decision Making.
Qinghua Liu
Praneeth Netrapalli
Csaba Szepesvári
Chi Jin
Published in:
STOC (2023)
Keyphrases
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dynamic programming
learning algorithm
partially observable
computational complexity
np hard
probabilistic model
graphical models
belief state
special case
objective function
state space
random variables
monte carlo
decision problems
convergence rate
probabilistic inference
model free
machine learning