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Pierre Liotet
Pierre Liotet
Verified email at polimi.it
Title
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Year
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
212020
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
142022
Delayed reinforcement learning by imitation
P Liotet, D Maran, L Bisi, M Restelli
International Conference on Machine Learning, 13528-13556, 2022
122022
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
112022
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
112021
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
112021
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
42020
Delays in reinforcement learning
P Liotet
arXiv preprint arXiv:2309.11096, 2023
32023
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