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Optimal control as a graphical model inference problem

Machine learning, 2012-05, Vol.87 (2), p.159-182

2012

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Minimax PAC bounds on the sample complexity of reinforcement learning with a generative model

Machine learning, 2013-06, Vol.91 (3), p.325-349

2013

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Learning Universal Computations with Spikes

PLoS computational biology, 2016-06, Vol.12 (6), p.e1004895-e1004895

2016

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Si doping enhances the thermal stability of diamond-like carbon through reductions in carbon-carbon bond length disorder

Carbon (New York), 2018-05, Vol.131, p.72-78

2018

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Linear theory for control of nonlinear stochastic systems

Physical review letters, 2005-11, Vol.95 (20), p.200201.1-200201.4, Article 200201

KAPPEN, Hilbert J

2005

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Role of Synaptic Stochasticity in Training Low-Precision Neural Networks

Physical review letters, 2018-06, Vol.120 (26), p.268103-268103, Article 268103

2018

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Humulus lupulus L., a very popular beer ingredient and medicinal plant: overview of its phytochemistry, its bioactivity, and its biotechnology

Phytochemistry reviews, 2018-10, Vol.17 (5), p.1047-1090

2018

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Why adiabatic quantum annealing is unlikely to yield speed-up

Journal of physics. A, Mathematical and theoretical, 2023-11, Vol.56 (46), p.465304

2023

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Knowledge, attitudes and practices related to tuberculosis in pharmacy workers in a cross-sectional survey in El Agustino, Peru

PloS one, 2018-07, Vol.13 (7), p.e0196648-e0196648

2018

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An Iterative Method for Nonlinear Stochastic Optimal Control Based on Path Integrals

IEEE transactions on automatic control, 2017-01, Vol.62 (1), p.262-276

2017

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Crystal structure of APOBEC3A bound to single-stranded DNA reveals structural basis for cytidine deamination and specificity

Nature communications, 2017-04, Vol.8 (1), p.15024-15024, Article 15024

2017

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Sufficient Conditions for Convergence of the Sum-Product Algorithm

IEEE transactions on information theory, 2007-12, Vol.53 (12), p.4422-4437

2007

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Stochastic Syncing in Sinusoidally Driven Atomic Orbital Memory

ACS nano, 2024-02, Vol.18 (6), p.4840-4846

2024

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Sexual reproduction of Zymoseptoria tritici on durum wheat in Tunisia revealed by presence of airborne inoculum, fruiting bodies and high levels of genetic diversity

Fungal biology, 2019-10, Vol.123 (10), p.763-772

2019

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Structure and mechanism of the ATPase that powers viral genome packaging

Proceedings of the National Academy of Sciences - PNAS, 2015-07, Vol.112 (29), p.E3792-E3799

2015

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Biocatalytic Regioselective O‐acylation of Sesquiterpene Lactones from Chicory: A Pathway to Novel Ester Derivatives

Chembiochem : a European journal of chemical biology, 2024-03, Vol.25 (6), p.e202300722-n/a

2024

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An introduction to stochastic control theory, path integrals and reinforcement learning

Cooperative Behavior in Neural Systems, 2007, Vol.887, p.149-181

Kappen, Hilbert J

2007

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Training quantum Boltzmann machines with the β-variational quantum eigensolver

Machine learning: science and technology, 2024-06, Vol.5 (2), p.25017

2024

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A Disease-Causing Variant in PCNA Disrupts a Promiscuous Protein Binding Site

Journal of molecular biology, 2016-03, Vol.428 (6), p.1023-1040

2016

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Nonlinear Stochastic Optimal Control with Input Saturation Constraints Based on Path Integrals

IEEJ transactions on electrical and electronic engineering, 2020-08, Vol.15 (8), p.1169-1175

2020

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Irregular dynamics in up and down cortical states

PloS one, 2010-11, Vol.5 (11), p.e13651-e13651

2010

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Action selection in growing state spaces: control of network structure growth

Journal of physics. A, Mathematical and theoretical, 2017-01, Vol.50 (3), p.34006

2017

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Nanoscale Run-In of Silicon Oxide-Doped Hydrogenated Amorphous Carbon: Dependence of Interfacial Shear Strength on Sliding Length and Humidity

Tribology letters, 2020-09, Vol.68 (3), Article 80

2020

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Investigation of the Mechanics, Composition, and Functional Behavior of Thick Tribofilms Formed from Silicon- and Oxygen-Containing Hydrogenated Amorphous Carbon

Tribology letters, 2019-06, Vol.67 (2), p.1-16, Article 48

2019

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Optimal control as a graphical model inference problem

Minimax PAC bounds on the sample complexity of reinforcement learning with a generative model

Learning Universal Computations with Spikes

Si doping enhances the thermal stability of diamond-like carbon through reductions in carbon-carbon bond length disorder

Linear theory for control of nonlinear stochastic systems

Role of Synaptic Stochasticity in Training Low-Precision Neural Networks

Humulus lupulus L., a very popular beer ingredient and medicinal plant: overview of its phytochemistry, its bioactivity, and its biotechnology

Why adiabatic quantum annealing is unlikely to yield speed-up

Knowledge, attitudes and practices related to tuberculosis in pharmacy workers in a cross-sectional survey in El Agustino, Peru

An Iterative Method for Nonlinear Stochastic Optimal Control Based on Path Integrals

Crystal structure of APOBEC3A bound to single-stranded DNA reveals structural basis for cytidine deamination and specificity

Sufficient Conditions for Convergence of the Sum-Product Algorithm

Stochastic Syncing in Sinusoidally Driven Atomic Orbital Memory

Sexual reproduction of Zymoseptoria tritici on durum wheat in Tunisia revealed by presence of airborne inoculum, fruiting bodies and high levels of genetic diversity

Structure and mechanism of the ATPase that powers viral genome packaging

Biocatalytic Regioselective O‐acylation of Sesquiterpene Lactones from Chicory: A Pathway to Novel Ester Derivatives

An introduction to stochastic control theory, path integrals and reinforcement learning

Training quantum Boltzmann machines with the β-variational quantum eigensolver

A Disease-Causing Variant in PCNA Disrupts a Promiscuous Protein Binding Site

Nonlinear Stochastic Optimal Control with Input Saturation Constraints Based on Path Integrals

Irregular dynamics in up and down cortical states

Action selection in growing state spaces: control of network structure growth

Nanoscale Run-In of Silicon Oxide-Doped Hydrogenated Amorphous Carbon: Dependence of Interfacial Shear Strength on Sliding Length and Humidity

Investigation of the Mechanics, Composition, and Functional Behavior of Thick Tribofilms Formed from Silicon- and Oxygen-Containing Hydrogenated Amorphous Carbon

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