Black-Box Policy Search with Probabilistic Programs

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Black-Box Policy Search with Probabilistic Programs

16 July 2015

Jan-Willem van de Meent

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Papers citing "Black-Box Policy Search with Probabilistic Programs"

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Title
Rethinking Variational Inference for Probabilistic Programs with Stochastic Support Tim Reichelt C. Ong Tom Rainforth 63 2 0 01 Nov 2023
Bob and Alice Go to a Bar: Reasoning About Future With Probabilistic Programs David Tolpin Tomer Dobkin 39 0 0 09 Aug 2021
Learning Proposals for Probabilistic Programs with Inference Combinators Sam Stites Heiko Zimmermann Hao Wu Eli Sennesh Jan-Willem van de Meent NAI 84 16 0 01 Mar 2021
Simulation-Based Inference for Global Health Decisions Christian Schroeder de Witt Bradley Gram-Hansen Nantas Nardelli Andrew Gambardella R. Zinkov ... N. Siddharth A. B. Espinosa-González A. Darzi Philip Torr A. G. Baydin AI4CE 61 5 0 14 May 2020
Towards Verified Stochastic Variational Inference for Probabilistic Programs Wonyeol Lee Hangyeol Yu Xavier Rival Hongseok Yang 70 26 0 20 Jul 2019
Deployable probabilistic programming David Tolpin TPM 104 7 0 20 Jun 2019
Nested Reasoning About Autonomous Agents Using Probabilistic Programs I. Seaman Jan-Willem van de Meent David Wingate LRM 83 13 0 04 Dec 2018
An Introduction to Probabilistic Programming Jan-Willem van de Meent Brooks Paige Hongseok Yang Frank Wood GP 88 200 0 27 Sep 2018
The Generalized Reparameterization Gradient Francisco J. R. Ruiz Michalis K. Titsias David M. Blei BDL 133 169 0 07 Oct 2016
Overdispersed Black-Box Variational Inference Francisco J. R. Ruiz Michalis K. Titsias David M. Blei 153 47 0 03 Mar 2016