Committor estimation is cast as a stochastic optimal control problem solved via backpropagation and off-policy value matching losses, with an alternative sampling process to handle metastability, yielding improved accuracy on benchmarks.
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Rare Event Analysis via Stochastic Optimal Control
Committor estimation is cast as a stochastic optimal control problem solved via backpropagation and off-policy value matching losses, with an alternative sampling process to handle metastability, yielding improved accuracy on benchmarks.