Outperforming algorithmic trading reinforcement learning systems: A supervised approach to the cryptocurrency market LK Felizardo, FCL Paiva, C de Vita Graves, EY Matsumoto, AHR Costa, ... Expert Systems with Applications 202, 117259, 2022 | 24 | 2022 |
Intelligent trading systems: a sentiment-aware reinforcement learning approach FC Lima Paiva, LK Felizardo, RAC Bianchi, AHR Costa Proceedings of the Second ACM International Conference on AI in Finance, 1-9, 2021 | 12 | 2021 |
Assessing Regression-Based Sentiment Analysis Techniques in Financial Texts T Ferreira, F Paiva, R Silva, A Paula, A Costa, C Cugnasca Proceedings of 16th National Meeting on Artificial and Computational …, 2019 | 4 | 2019 |
Reinforcement Learning Applied to Trading Systems: A Survey LK Felizardo, FCL Paiva, AHR Costa, E Del-Moral-Hernandez arXiv preprint arXiv:2212.06064, 2022 | 2 | 2022 |
Assimilating sentiment analysis in reinforcement learning for intelligent trading FCL Paiva, AHR Costa | | 2023 |
Reinforcement Learning Applied to Trading Systems: A Survey L Kanashiro Felizardo, F Caio Lima Paiva, AH Reali Costa, ... arXiv e-prints, arXiv: 2212.06064, 2022 | | 2022 |
Intelligent Trading Systems: A Sentiment-Aware Reinforcement Learning Approach F Caio Lima Paiva, L Kanashiro Felizardo, RA da Costa Bianchi, ... arXiv e-prints, arXiv: 2112.02095, 2021 | | 2021 |