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Lorenzo Bisi
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Risk-averse trust region optimization for reward-volatility reduction
L Bisi, L Sabbioni, E Vittori, M Papini, M Restelli
arXiv preprint arXiv:1912.03193, 2019
412019
Control frequency adaptation via action persistence in batch reinforcement learning
AM Metelli, F Mazzolini, L Bisi, L Sabbioni, M Restelli
International Conference on Machine Learning, 6862-6873, 2020
182020
Regret minimization algorithms for the followers behaviour identification in leadership games
L Bisi, G De Nittis, F Trovo, M Restelli, N Gatti
UAI, 2017
152017
Foreign Exchange Trading: A Risk-Averse Batch Reinforcement Learning Approach
L Bisi, P Liotet, L Sabbioni, G Reho, N Montali, M Restelli, C Corno
1st ACM International Conference on AI in Finance (ICAIF), 2020
82020
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
22021
Risk-averse policy optimization via risk-neutral policy optimization
L Bisi, D Santambrogio, F Sandrelli, A Tirinzoni, BD Ziebart, M Restelli
Artificial Intelligence 311, 103765, 2022
12022
Algorithms for risk-averse reinforcement learning
L Bisi
12022
Online Follower’s Behaviour Identification in Leadership Games
L Bisi, G De Nittis, F Trovo, M Restelli, N Gatti
16th European Conference on Multi-Agent Systems, 1-15, 2018
12018
Simultaneously Updating All Persistence Values in Reinforcement Learning
L Sabbioni, LA Daire, L Bisi, AM Metelli, M Restelli
arXiv preprint arXiv:2211.11620, 2022
2022
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
2022
Delayed Reinforcement Learning by Imitation
P Liotet, D Maran, L Bisi, M Restelli
arXiv preprint arXiv:2205.05569, 2022
2022
Finite Sample Analysis of Mean-Volatility Actor-Critic for Risk-Averse Reinforcement Learning
K Eldowa, L Bisi, M Restelli
International Conference on Artificial Intelligence and Statistics, 10028-10066, 2022
2022
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Articles 1–12