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Hybrid least-squares algorithms for approximate policy evaluation.
Jeffrey Johns
Marek Petrik
Sridhar Mahadevan
Published in:
Mach. Learn. (2009)
Keyphrases
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policy evaluation
least squares
policy iteration
hybrid algorithms
reinforcement learning
temporal difference
model free
matrix inversion
monte carlo
linear model
markov decision processes
variance reduction
computer vision
linear regression
state space
approximate solutions