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Why So Pessimistic? Estimating Uncertainties for Offline RL through Ensembles, and Why Their Independence Matters.
Seyed Kamyar Seyed Ghasemipour
Shixiang Shane Gu
Ofir Nachum
Published in:
CoRR (2022)
Keyphrases
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reinforcement learning
real time
rigid body
data sets
decision trees
ensemble methods
support vector
evolutionary algorithm
least squares
prediction accuracy
conditional independence
reinforcement learning algorithms
estimation process
multiple classifier systems
neural network ensemble