Achieving Mean–Variance Efficiency by Continuous-Time Reinforcement Learning
Author:
Affiliation:
1. Industrial Engineering and Operations Research, Columbia University, US
2. Industrial Engineering and Operations Research, Columbia University, US and The Data Science Institute, Columbia University, USA
Publisher
ACM
Link
https://dl.acm.org/doi/pdf/10.1145/3533271.3561760
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2. The Sampling Error in Estimates of Mean-Variance Efficient Portfolio Weights
3. Deep hedging
4. Victor DeMiguel , Lorenzo Garlappi , and Raman Uppal . 2009. Optimal versus naive diversification: How inefficient is the 1/N portfolio strategy?The Review of Financial Studies 22, 5 ( 2009 ), 1915–1953. Victor DeMiguel, Lorenzo Garlappi, and Raman Uppal. 2009. Optimal versus naive diversification: How inefficient is the 1/N portfolio strategy?The Review of Financial Studies 22, 5 (2009), 1915–1953.
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1. Reinforcement learning for continuous-time mean-variance portfolio selection in a regime-switching market;Journal of Economic Dynamics and Control;2024-01
2. Learning Merton's Strategies in an Incomplete Market: Recursive Entropy Regularization and Biased Gaussian Exploration;SSRN Electronic Journal;2023
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