Analysis of online learning algorithms in machine learning

In this thesis, we consider the problem that optimizes the parameter in the stationary distribution of markov decision process, stochastic differential equations (SDEs) and stochastic partial differential equations (SPDEs). First, we study the online Actor-critic algorithms in Reinforcement Learning...

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Bibliographic Details
Main Author: Wang, Z
Other Authors: Sirignano, J
Format: Thesis
Language:English
Published: 2024
Subjects: