Batuhan Yardim | DeepAI

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Featured Co-authors

Matthieu Geist
67 publications
Niao He
45 publications
Jiawei Huang
25 publications
Florian Dörfler
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Semih Cayci
11 publications
Giorgia Ramponi
9 publications
Nicolas Lanzetti
5 publications
Antonio Terpin
1 publication

research

∙ 05/18/2023

On the Statistical Efficiency of Mean Field Reinforcement Learning with General Function Approximation

In this paper, we study the statistical efficiency of Reinforcement Lear...

0 Jiawei Huang, et al. ∙

research

∙ 12/29/2022

Policy Mirror Ascent for Efficient and Independent Learning in Mean Field Games

Mean-field games have been used as a theoretical tool to obtain an appro...

0 Batuhan Yardim, et al. ∙

research

∙ 10/20/2022

Trust Region Policy Optimization with Optimal Transport Discrepancies: Duality and Algorithm for Continuous Actions

Policy Optimization (PO) algorithms have been proven particularly suited...

0 Antonio Terpin, et al. ∙