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Books and Theses
- 2022
[b1]Edoardo Vittori:
Augmenting traders with learning machines. Polytechnic University of Milan, Italy, 2022
Conference and Workshop Papers
- 2023
- [c9]Roberto Daluiso
, Marco Pinciroli, Michele Trapletti, Edoardo Vittori:
CVA Hedging with Reinforcement Learning. ICAIF 2023: 261-269 - 2022
- [c8]Martino Bernasconi, Stefano Martino, Edoardo Vittori, Francesco Trovò, Marcello Restelli:
Dark-Pool Smart Order Routing: a Combinatorial Multi-armed Bandit Approach. ICAIF 2022: 352-360 - [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 - 2021
- [c6]Edoardo Vittori, Amarildo Likmeta, Marcello Restelli:
Monte carlo tree search for trading and hedging. ICAIF 2021: 37:1-37:9 - [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 - [c4]Martino Bernasconi de Luca, Edoardo Vittori, Francesco Trovò, Marcello Restelli:
Conservative Online Convex Optimization. ECML/PKDD (1) 2021: 19-34 - 2020
- [c3]Edoardo Vittori, Martino Bernasconi de Luca, Francesco Trovò, Marcello Restelli:
Dealing with transaction costs in portfolio optimization: online gradient descent with momentum. ICAIF 2020: 11:1-11:8 - [c2]Edoardo Vittori, Michele Trapletti, Marcello Restelli:
Option hedging with risk averse reinforcement learning. ICAIF 2020: 27:1-27:8 - [c1]Lorenzo Bisi, Luca Sabbioni, Edoardo Vittori, Matteo Papini, Marcello Restelli:
Risk-Averse Trust Region Optimization for Reward-Volatility Reduction. IJCAI 2020: 4583-4589
Informal and Other Publications
- 2024
- [i5]Vito Alessandro Monaco, Antonio Riva, Luca Sabbioni, Lorenzo Bisi, Edoardo Vittori, Marco Pinciroli, Michele Trapletti, Marcello Restelli:
Exploiting Risk-Aversion and Size-dependent fees in FX Trading with Fitted Natural Actor-Critic. CoRR abs/2410.23294 (2024) - [i4]Yadh Hafsi, Edoardo Vittori:
Optimal Execution with Reinforcement Learning. CoRR abs/2411.06389 (2024) - 2023
- [i3]Francesco Mandelli, Marco Pinciroli, Michele Trapletti, Edoardo Vittori:
Reinforcement Learning for Credit Index Option Hedging. CoRR abs/2307.09844 (2023) - 2020
- [i2]Edoardo Vittori, Michele Trapletti, Marcello Restelli:
Option Hedging with Risk Averse Reinforcement Learning. CoRR abs/2010.12245 (2020) - 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)
Coauthor Index
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