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Forking Uncertainties: Reliable Prediction and Model Predictive Control With Sequence Models via Conformal Risk Control.
Matteo Zecchin
Sangwoo Park
Osvaldo Simeone
Published in:
IEEE J. Sel. Areas Inf. Theory (2024)
Keyphrases
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model predictive control
mpc algorithm
control system
predictive control
probabilistic model
prediction model
real time
genetic algorithm
predictive model
regression model
machine learning
artificial intelligence
reinforcement learning
prediction accuracy