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Second-Order Smooth Planning with Optimal-Transport Bellman Smoothing

Dam, Tuan
arXiv (All) · Papers
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artificial-intelligencemachine-learning
Planning with a generative model aims to estimate the value of a state using as few simulator calls as possible. SmoothCruiser achieves problem-independent complexity $\widetilde O(\varepsilon^{-4})$ by exploiting the smoothness of the entropy-regularized Bellman backup, but its estimator is only fi
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