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AIVAT: A New Variance Reduction Technique for Agent Evaluation in Imperfect Information Games.
Neil Burch
Martin Schmid
Matej Moravcik
Michael Bowling
Published in:
AAAI Workshops (2017)
Keyphrases
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variance reduction
imperfect information games
multi agent
monte carlo
multi agent systems
bias variance decomposition
multiagent systems
game tree search
gradient estimation
machine learning
game tree
resource allocation
imperfect information
evaluation measures
sample size
special case
objective function