Search Results for author: Robert Balkin

Found 3 papers, 0 papers with code

Stochastic Delay Differential Games: Financial Modeling and Machine Learning Algorithms

no code implementations12 Jul 2023 Robert Balkin, Hector D. Ceniceros, Ruimeng Hu

These recurrent neural network-based controls are then trained using a modified version of Brown's fictitious play, incorporating deep learning techniques.

Pandemic Control, Game Theory and Machine Learning

no code implementations18 Aug 2022 Yao Xuan, Robert Balkin, Jiequn Han, Ruimeng Hu, Hector D. Ceniceros

Game theory has been an effective tool in the control of disease spread and in suggesting optimal policies at both individual and area levels.

Decision Making

Optimal Policies for a Pandemic: A Stochastic Game Approach and a Deep Learning Algorithm

no code implementations12 Dec 2020 Yao Xuan, Robert Balkin, Jiequn Han, Ruimeng Hu, Hector D. Ceniceros

Game theory has been an effective tool in the control of disease spread and in suggesting optimal policies at both individual and area levels.

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