Optimal sequential decision making with probabilistic digital twins

12 March 2021

Papers citing "Optimal sequential decision making with probabilistic digital twins"

14 / 14 papers shown

Title
Reinforcement learning Florentin Wörgötter 55 2,569 0 16 May 2024
Optimizing Sequential Experimental Design with Deep Reinforcement Learning Tom Blau Edwin V. Bonilla Iadine Chadès Amir Dezfouli BDL OffRL 43 39 0 02 Feb 2022
Reinforcement Learning based Sequential Batch-sampling for Bayesian Optimal Experimental Design Yonatan Ashenafi Piyush Pandita Sayan Ghosh OffRL 56 6 0 21 Dec 2021
Bayesian Sequential Optimal Experimental Design for Nonlinear Models Using Policy Gradient Reinforcement Learning Wanggang Shen Xun Huan 23 40 0 28 Oct 2021
A Probabilistic Graphical Model Foundation for Enabling Predictive Digital Twins at Scale Michael G. Kapteyn Jacob V. R. Pretorius Karen E. Willcox 42 222 0 10 Dec 2020
Sequential Bayesian optimal experimental design for structural reliability analysis C. Agrell Kristina Rognlien Dahl 39 21 0 01 Jul 2020
On Deep Set Learning and the Choice of Aggregations Maximilian Sölch A. Akhundov Patrick van der Smagt Justin Bayer TDI 39 19 0 18 Mar 2019
On the Limitations of Representing Functions on Sets E. Wagstaff F. Fuchs Martin Engelcke Ingmar Posner Michael A. Osborne 62 163 0 25 Jan 2019
An Optimal Control Approach to Deep Learning and Applications to Discrete-Weight Neural Networks Qianxiao Li Shuji Hao 49 75 0 04 Mar 2018
Maximum Principle Based Algorithms for Deep Learning Qianxiao Li Long Chen Cheng Tai E. Weinan 45 222 0 26 Oct 2017
Deep Sets Manzil Zaheer Satwik Kottur Siamak Ravanbakhsh Barnabás Póczós Ruslan Salakhutdinov Alex Smola 204 2,441 0 10 Mar 2017
Deep Reinforcement Learning with Double Q-learning H. V. Hasselt A. Guez David Silver OffRL 131 7,590 0 22 Sep 2015
Simulation-based optimal Bayesian experimental design for nonlinear systems Xun Huan Youssef M. Marzouk 60 427 0 20 Aug 2011
Sequential design of computer experiments for the estimation of a probability of failure Julien Bect D. Ginsbourger Ling Li Victor Picheny E. Vázquez 78 348 0 27 Sep 2010