Search Results for author: Jiayi Gao

Found 2 papers, 0 papers with code

Optimizing Stock Option Forecasting with the Assembly of Machine Learning Models and Improved Trading Strategies

no code implementations29 Nov 2022 Zheng Cao, Raymond Guo, Wenyu Du, Jiayi Gao, Kirill V. Golubnichiy

This paper introduced key aspects of applying Machine Learning (ML) models, improved trading strategies, and the Quasi-Reversibility Method (QRM) to optimize stock option forecasting and trading results.

Decision Making

Application of Deep Q Learning with Simulation Results for Elevator Optimization

no code implementations30 Sep 2022 Zheng Cao, Raymond Guo, Caesar M. Tuguinay, Mark Pock, Jiayi Gao, Ziyu Wang

This paper presents a methodology for combining programming and mathematics to optimize elevator wait times.

Q-Learning

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