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stochastic control
stochastic control
PulseAugur coverage of stochastic control — every cluster mentioning stochastic control across labs, papers, and developer communities, ranked by signal.
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New TRSOC method enhances optimal control with KL divergence
Researchers have developed a new method called trajectory-regularized stochastic optimal control (TRSOC) that enhances standard stochastic optimal control by incorporating a Kullback--Leibler divergence. This divergence…
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New research frames Adjoint Matching via Stochastic Maximum Principle
A new research paper, "Adjoint Matching through the Lens of the Stochastic Maximum Principle in Optimal Control," by Jiequn Han, rigorously derives and generalizes the Adjoint Matching method for stochastic optimal cont…