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variational sequential Monte Carlo
variational sequential Monte Carlo
PulseAugur coverage of variational sequential Monte Carlo — every cluster mentioning variational sequential Monte Carlo across labs, papers, and developer communities, ranked by signal.
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New Differentiable Resampling Method Enhances Variational Monte Carlo Learning
Researchers have developed Differentiable Systematic Resampling (DSR), a novel technique for variational sequential Monte Carlo methods. This approach allows for gradient-based learning by introducing a temperature-cont…
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New research frames MDP planning as Bayesian inference over policies
Researchers have proposed a novel approach to Markov decision process (MDP) planning by framing it as a problem of Bayesian inference over policies. This conceptual shift treats the policy itself as a latent variable, w…