MGPraxis42,984 papers mapped

Factor Investing with Reinforcement Learning

Guillaume Coqueret, Eric André·2022

“Across a large range of parametric choices, our result indicates that RL-based portfolios are very close to the equally-weighted (1/N) allocation.”

AssetEquities
StrategyFactor investing
TechniqueReinforcement learninglinear factor model
GeographyUS

Also stated: benchmark

Missing from abstract: out-of-sample test, costs, multiple testing, universe

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The paper's neighbourhoodFactor investing by year
■ equities■ bonds and credit■ multi-asset■ volatility and options■ other assets200020052010152015131620209This paper202226322026■ equities■ bonds and credit■ multi-asset■ volatility and options■ other assets200020052010152015139This paper2022322026
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