Search Results for author: Dimitrios Hristu-Varsakelis

Found 2 papers, 1 papers with code

High-performance stock index trading: making effective use of a deep LSTM neural network

no code implementations7 Feb 2019 Chariton Chalvatzis, Dimitrios Hristu-Varsakelis

We present a deep long short-term memory (LSTM)-based neural network for predicting asset prices, together with a successful trading strategy for generating profits based on the model's predictions.

Using deep Q-learning to understand the tax evasion behavior of risk-averse firms

2 code implementations29 Jan 2018 Nikolaos D. Goumagias, Dimitrios Hristu-Varsakelis, Yannis M. Assael

By doing so, we i) determine the tax evasion behavior expected of the taxpayer entity, ii) calculate the degree of risk aversion of the "average" entity given empirical estimates of tax evasion, and iii) evaluate sample tax policies, in terms of expected revenues.

Q-Learning

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