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In most accounts of Artificial Intelligence (AI), humans are pitted against the machines, and concerns about relative physical and mental strength populate the discussion. There are, however, numerous processes and shifts that AI stimulates within the human context that are equally essential to...
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barycentric model in the space of probability measures. Moreover, a machine learning type procedure for model selection, based in …
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-maximization algorithm. To illustrate the efficacy of the optimal strategy, we demonstrate its performance through simulations and compare it … to strategies which ignore learning in the latent factors. We also provide calibration results for a particular model …
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general scheduling algorithm is still in its infancy. Mimicking the natural evolutionary process of the survival of the … routines then build solutions to the original problem.In our previous indirect GAs, learning is implicit and is restricted to … needed to construct a schedule and using fixed rules at each move is thus unreasonable and not coherent with human learning …
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the 2010 flash crash. The results show that our algorithm outperforms the risk-neutral reinforcement learning algorithm by …We propose a general framework of risk-averse reinforcement learning for algorithmic trading. Our approach is tested in …
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