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probabilistic error bound
probabilistic error bound
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state-constrained optimal control
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physics-informed machine learning
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safety value function
(1)
hamilton-jacobi-bellman equation
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conformal prediction
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Papers
A Physics-Informed Machine Learning Framework for Safe and Optimal Control of Autonomous Systems
ICML 2025
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