Mean-field Langevin System, Optimal Control and Deep Neural Networks

16 September 2019

Papers citing "Mean-field Langevin System, Optimal Control and Deep Neural Networks"

4 / 4 papers shown

Title
Deep Generalized Schrödinger Bridge Guan-Horng Liu T. Chen Oswin So Evangelos A. Theodorou OT AI4CE 16 35 0 20 Sep 2022
Convergence of Policy Gradient for Entropy Regularized MDPs with Neural Network Approximation in the Mean-Field Regime B. Kerimkulov J. Leahy David Siska Lukasz Szpruch 38 11 0 18 Jan 2022
Ergodicity of the underdamped mean-field Langevin dynamics A. Kazeykina Zhenjie Ren Xiaolu Tan Junjian Yang 13 16 0 29 Jul 2020
Gradient Flows for Regularized Stochastic Control Problems David Siska Lukasz Szpruch 26 20 0 10 Jun 2020