Foreign exchange trading: A risk-averse batch reinforcement learning approach L Bisi, P Liotet, L Sabbioni, G Reho, N Montali, M Restelli, C Corno Proceedings of the First ACM International Conference on AI in Finance, 1-8, 2020 | 21 | 2020 |
Addressing non-stationarity in FX trading with online model selection of offline rl experts A Riva, L Bisi, P Liotet, L Sabbioni, E Vittori, M Pinciroli, M Trapletti, ... Proceedings of the Third ACM International Conference on AI in Finance, 394-402, 2022 | 14 | 2022 |
Delayed reinforcement learning by imitation P Liotet, D Maran, L Bisi, M Restelli International Conference on Machine Learning, 13528-13556, 2022 | 12 | 2022 |
Lifelong hyper-policy optimization with multiple importance sampling regularization P Liotet, F Vidaich, AM Metelli, M Restelli Proceedings of the AAAI Conference on Artificial Intelligence 36 (7), 7525-7533, 2022 | 11 | 2022 |
Learning FX trading strategies with FQI and persistent actions A Riva, L Bisi, P Liotet, L Sabbioni, E Vittori, M Pinciroli, M Trapletti, ... Proceedings of the Second ACM International Conference on AI in Finance, 1-9, 2021 | 11 | 2021 |
Learning a belief representation for delayed reinforcement learning P Liotet, E Venneri, M Restelli 2021 International Joint Conference on Neural Networks (IJCNN), 1-8, 2021 | 11 | 2021 |
Deep Learning Abilities to Classify Intricate Variations in Temporal Dynamics of Multivariate Time Series P Liotet, P Abry, R Leonarduzzi, M Senneret, L Jaffrès, G Perrin ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020 | 4 | 2020 |
Delays in reinforcement learning P Liotet arXiv preprint arXiv:2309.11096, 2023 | 3 | 2023 |