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2020 – today
- 2023
[j2]Massimiliano Bonetti, Lorenzo Bisi
, Marcello Restelli:
Risk-averse optimization of reward-based coherent risk measures. Artif. Intell. 316: 103845 (2023)- [c9]Luca Sabbioni, Luca Al Daire, Lorenzo Bisi, Alberto Maria Metelli, Marcello Restelli:
Simultaneously Updating All Persistence Values in Reinforcement Learning. AAAI 2023: 9668-9676 - 2022
- [b1]Lorenzo Bisi:
Algorithms for risk-averse reinforcement learning. Polytechnic University of Milan, Italy, 2022 - [j1]Lorenzo Bisi, Davide Santambrogio, Federico Sandrelli, Andrea Tirinzoni, Brian D. Ziebart, Marcello Restelli:
Risk-averse policy optimization via risk-neutral policy optimization. Artif. Intell. 311: 103765 (2022) - [c8]Khaled Eldowa, Lorenzo Bisi, Marcello Restelli:
Finite Sample Analysis of Mean-Volatility Actor-Critic for Risk-Averse Reinforcement Learning. AISTATS 2022: 10028-10066 - [c7]Antonio Riva, Lorenzo Bisi, Pierre Liotet, Luca Sabbioni, Edoardo Vittori, Marco Pinciroli, Michele Trapletti, Marcello Restelli:
Addressing Non-Stationarity in FX Trading with Online Model Selection of Offline RL Experts. ICAIF 2022: 394-402 - [c6]Pierre Liotet, Davide Maran, Lorenzo Bisi, Marcello Restelli:
Delayed Reinforcement Learning by Imitation. ICML 2022: 13528-13556 - [i4]Pierre Liotet, Davide Maran, Lorenzo Bisi, Marcello Restelli:
Delayed Reinforcement Learning by Imitation. CoRR abs/2205.05569 (2022) - [i3]Luca Sabbioni, Luca Al Daire, Lorenzo Bisi, Alberto Maria Metelli, Marcello Restelli:
Simultaneously Updating All Persistence Values in Reinforcement Learning. CoRR abs/2211.11620 (2022) - 2021
- [c5]Antonio Riva, Lorenzo Bisi, Pierre Liotet, Luca Sabbioni, Edoardo Vittori, Marco Pinciroli, Michele Trapletti, Marcello Restelli:
Learning FX trading strategies with FQI and persistent actions. ICAIF 2021: 38:1-38:9 - 2020
- [c4]Lorenzo Bisi, Pierre Liotet, Luca Sabbioni, Gianmarco Reho, Nico Montali, Marcello Restelli, Cristiana Corno:
Foreign exchange trading: a risk-averse batch reinforcement learning approach. ICAIF 2020: 26:1-26:8 - [c3]Alberto Maria Metelli, Flavio Mazzolini, Lorenzo Bisi, Luca Sabbioni, Marcello Restelli:
Control Frequency Adaptation via Action Persistence in Batch Reinforcement Learning. ICML 2020: 6862-6873 - [c2]Lorenzo Bisi, Luca Sabbioni, Edoardo Vittori, Matteo Papini, Marcello Restelli:
Risk-Averse Trust Region Optimization for Reward-Volatility Reduction. IJCAI 2020: 4583-4589 - [i2]Alberto Maria Metelli, Flavio Mazzolini, Lorenzo Bisi, Luca Sabbioni, Marcello Restelli:
Control Frequency Adaptation via Action Persistence in Batch Reinforcement Learning. CoRR abs/2002.06836 (2020)
2010 – 2019
- 2019
- [i1]Lorenzo Bisi, Luca Sabbioni, Edoardo Vittori, Matteo Papini, Marcello Restelli:
Risk-Averse Trust Region Optimization for Reward-Volatility Reduction. CoRR abs/1912.03193 (2019) - 2017
- [c1]Lorenzo Bisi, Giuseppe De Nittis, Francesco Trovò, Marcello Restelli, Nicola Gatti:
Regret Minimization Algorithms for the Followers Behaviour Identification in Leadership Games. UAI 2017
Coauthor Index
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