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- W3180241569 abstract "Can deep reinforcement learning algorithms be exploited as solvers for optimal trading strategies? The aim of this work is to test reinforcement learning algorithms on conceptually simple, but mathematically non-trivial, trading environments. The environments are chosen such that an optimal or close-to-optimal trading strategy is known. We study the deep deterministic policy gradient algorithm and show that such a reinforcement learning agent can successfully recover the essential features of the optimal trading strategies and achieve close-to-optimal rewards." @default.
- W3180241569 created "2021-07-19" @default.
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- W3180241569 date "2020-01-01" @default.
- W3180241569 modified "2023-09-27" @default.
- W3180241569 title "Deep Deterministic Portfolio Optimization" @default.
- W3180241569 hasPublicationYear "2020" @default.
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