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    Chapter and Conference Paper

    Variance-Penalized Reinforcement Learning for Risk-Averse Asset Allocation

    The tasks of optimizing asset allocation considering transaction costs can be formulated into the framework of Markov Decision Processes(MDPs) and reinforcement learning. In this paper, a risk-averse reinforce...

    Makoto Sato, Shigenobu Kobayashi in Intelligent Data Engineering and Automated… (2000)