6 citations · 14 across the 9 of their papers we have counts for
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cs.AI2020
Large-Scale Multi-Agent Deep FBSDEs
Tianrong Chen, Ziyi Wang, Ioannis Exarchos +1
In this paper we present a scalable deep learning framework for finding Markovian Nash Equilibria in multi-agent stochastic games using fictitious play. The motivation is inspired…
cs.LG2020★ 2 cited
A Differential Game Theoretic Neural Optimizer for Training Residual Networks
Guan-Horng Liu, Tianrong Chen, Evangelos A. Theodorou
Connections between Deep Neural Networks (DNNs) training and optimal control theory has attracted considerable attention as a principled tool of algorithmic design. Differential Dy…