Boyu Wang

The Chinese University of Hong Kong (CUHK) - Department of Systems Engineering & Engineering Management

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Reinforcement Learning for Continuous-Time Optimal Execution: Actor-Critic Algorithm and Error Analysis

Number of pages: 50 Posted: 10 Mar 2023 Last Revised: 08 Feb 2024
Boyu Wang, Xuefeng Gao and Lingfei Li
The Chinese University of Hong Kong (CUHK) - Department of Systems Engineering & Engineering Management, The Chinese University of Hong Kong (CUHK) - Department of Systems Engineering & Engineering Management and The Chinese University of Hong Kong
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Abstract:

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reinforcement learning, optimal execution, stochastic control, actor-critic method, finite-time error analysis, convergence analysis