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PSIS is generally useful for diagnosing importance sampling, but importance weights are not always generated with MCMC. Since MCMCDiagnosticTools is a somewhat heavy dependency, it's a shame it makes …
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Hello guys, I wonder if there is a way to train the Actor Critic algorithms in an off-policy manner, as in the paper [Sample Efficient Actor-Critic with Experience Replay](https://arxiv.org/abs/1611.0…
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Awesome work! I wanna ask that if you have implemented Combined Sampling(Sec 4.4 in the paper), which combines occupancy grid and proposal networks?
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Thanks for producing this interesting paper. I have a confusion about the MoE part and wonder if you can clarify it.
In the paper, Eq (6) is the objective to be optimized, which involves `KL(sum_i …
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This module will show the evolution of sampling algorithms showing the ground truth and samples that are accepted/rejected, importance weights and so on.
The idea is to provide a video generation …
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@avehtari @bgoodri Currently there is very little doc explaining the new default behavior for optimizing (and soon VB too). It's good to have the new warning messages and the doc for the new arguments…
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I set the operating_mode = Generate_semantic_sampled_points, but the point cloud that was supposed to be segmented and labeled was not generated. Could you please let me know if I made a mistake in th…
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There is some Gaussian filter code using Filter Importance Sampling from an older version but needs cleaning up and making general - would like to add Airy filter too to see what that is like. Box f…
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In shading models such as `open_pbr_surface` and `gltf_pbr`, we currently end up duplicating each thin-film supporting BSDF node, in order to correctly handle the thin-film and iridescence weights tha…
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This issue is like a "to-do list" and these are suggestions people made.
* [Ruppert's algorithm](https://en.wikipedia.org/wiki/Ruppert%27s_algorithm) as suggested [here](https://www.reddit.com/r/da…