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Exploratory LQG Mean Field Games with Entropy Regularization

25 November 2020

Dena Firoozi

S. Jaimungal

ArXiv (abs)PDF HTML

Papers citing "Exploratory LQG Mean Field Games with Entropy Regularization"

9 / 9 papers shown

On the grid-sampling limit SDE

Christian Bender

Nguyen Tran Thuan

187

10 Oct 2024

A random measure approach to reinforcement learning in continuous time

Christian Bender

Nguyen Tran Thuan

290

25 Sep 2024

A Policy Gradient Framework for Stochastic Optimal Control Problems with Global Convergence GuaranteeSIAM Journal of Control and Optimization (SICON), 2023

Mo Zhou

Jian-Xiong Lu

347

11 Feb 2023

Convergence of policy gradient methods for finite-horizon exploratory linear-quadratic control problemsSIAM Journal of Control and Optimization (SICON), 2022

Michael Giegrich

Christoph Reisinger

Yufei Zhang

358

01 Nov 2022

Optimal scheduling of entropy regulariser for continuous-time linear-quadratic reinforcement learning

Lukasz Szpruch

Tanut Treetanthiploet

Yufei Zhang

407

08 Aug 2022

Robust Risk-Aware Reinforcement LearningSIAM Journal on Financial Mathematics (SIFIN), 2021

387

23 Aug 2021

Exploration noise for learning linear-quadratic mean field games

François Delarue

A. Vasileiadis

MLT

274

02 Jul 2021

Global Convergence of Policy Gradient for Linear-Quadratic Mean-Field Control/Game in Continuous Time

308

16 Aug 2020

Deep Q-Learning for Nash Equilibria: Nash-DQN

P. Casgrain

Brian Ning

S. Jaimungal

314

23 Apr 2019