Applying Reinforcement Learning to American Option Pricing

碩士 === 國立政治大學 === 金融學系 === 107 === In this paper we apply the reinforcement learning method to American options pricing. We mainly consider the least squares policy iteration (LSPI) proposed by Li, Szepesvari and Schuurmans(2009) to learn the exercise policy and pricing method of American put option...

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Bibliographic Details
Main Authors: Xu, Lin, 許琳
Other Authors: Chiang, Mi-Hsiu
Format: Others
Language:zh-TW
Published: 2019
Online Access:http://ndltd.ncl.edu.tw/handle/6ys2hd